# AI 设计及生产工具榜
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［FAI 实验室 不可信外部资料开始］
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Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每模型/样本预热1次、计时3次，中位数不含权重读取及输出编码。前景分离含预/后处理，缺人工真值蒙版，无IoU或质量总分。本次输出与既有实测字节/像素一致。输入SHA256:adca79e18859de767a9ac7e1846026070897b0177b813811c81cbc2cca0d98ec；输出SHA256:837c471e267e63cd8378d8c3f5dd7f5370d58cdd9f23f774eeac4ea4ec7f1b33","sample":"C（鞋，私有试点之一）","sampleCount":1,"sampleAccess":"private","sampleUrl":null,"metrics":[{"name":"计时中位数","value":419.454,"unit":"ms","direction":"lower"}],"reviewed":true},{"id":"flabs-20261013-fsrcnn-a","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图2倍放大","protocol":"flabs-upscale2x-pilot","version":"1-pilot","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T00:40:47.950675+00:00","evidenceUrl":"http://150.5.129.250/api/site/observatory/evidence/image-replay-20261013","conditions":"Windows11，CPU单线程。Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每模型/样本预热1次、计时3次，中位数不含权重读取及输出编码。放大仅计模型推理；600px受控降为300px再恢复。PSNR/SSIM不能代表人眼偏好或真实旧图效果。本次输出与既有实测字节/像素一致。输入SHA256:564684801bced624a468367f66265c2fca8aded674adfbc945d27a0fbc67be27；输出SHA256:35de5c4fd0eb4c37528d5999380db5043e56d5ec402e5d4471206899be66f5c9","sample":"A（衬衫，私有试点之一）","sampleCount":1,"sampleAccess":"private","sampleUrl":null,"metrics":[{"name":"计时中位数","value":73.486,"unit":"ms","direction":"lower"},{"name":"PSNR","value":38.432604,"unit":"dB","direction":"higher"},{"name":"SSIM","value":0.970552,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-20261013-fsrcnn-b","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图2倍放大","protocol":"flabs-upscale2x-pilot","version":"1-pilot","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T00:40:47.950675+00:00","evidenceUrl":"http://150.5.129.250/api/site/observatory/evidence/image-replay-20261013","conditions":"Windows11，CPU单线程。Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每模型/样本预热1次、计时3次，中位数不含权重读取及输出编码。放大仅计模型推理；600px受控降为300px再恢复。PSNR/SSIM不能代表人眼偏好或真实旧图效果。本次输出与既有实测字节/像素一致。输入SHA256:9f5fe980a73d09b866862191f2a717370c88db11f1a37c628bf769d44d9a409e；输出SHA256:d82ce64436c044cc91c6a56737b1d0ddec319afb09bb7199e3f5695c782c8e8a","sample":"B（长裤，私有试点之一）","sampleCount":1,"sampleAccess":"private","sampleUrl":null,"metrics":[{"name":"计时中位数","value":94.124,"unit":"ms","direction":"lower"},{"name":"PSNR","value":37.893036,"unit":"dB","direction":"higher"},{"name":"SSIM","value":0.985481,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-20261013-fsrcnn-c","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图2倍放大","protocol":"flabs-upscale2x-pilot","version":"1-pilot","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T00:40:47.950675+00:00","evidenceUrl":"http://150.5.129.250/api/site/observatory/evidence/image-replay-20261013","conditions":"Windows11，CPU单线程。Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每模型/样本预热1次、计时3次，中位数不含权重读取及输出编码。放大仅计模型推理；600px受控降为300px再恢复。PSNR/SSIM不能代表人眼偏好或真实旧图效果。本次输出与既有实测字节/像素一致。输入SHA256:4be73497237339aedb56f42f9f5596b4a8ae4b8210c2c6213c62308edd8f15bb；输出SHA256:f9415efc117c176976dd547cde1934314c19360ba8e13cb8950d2327b06089a5","sample":"C（鞋，私有试点之一）","sampleCount":1,"sampleAccess":"private","sampleUrl":null,"metrics":[{"name":"计时中位数","value":99.187,"unit":"ms","direction":"lower"},{"name":"PSNR","value":33.195451,"unit":"dB","direction":"higher"},{"name":"SSIM","value":0.93601,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-20261013-espcn-a","tool":"espcn-product-upscale","category":"visual-design","task":"商品图2倍放大","protocol":"flabs-upscale2x-pilot","version":"1-pilot","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T00:40:47.950675+00:00","evidenceUrl":"http://150.5.129.250/api/site/observatory/evidence/image-replay-20261013","conditions":"Windows11，CPU单线程。Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每模型/样本预热1次、计时3次，中位数不含权重读取及输出编码。放大仅计模型推理；600px受控降为300px再恢复。PSNR/SSIM不能代表人眼偏好或真实旧图效果。本次输出与既有实测字节/像素一致。输入SHA256:564684801bced624a468367f66265c2fca8aded674adfbc945d27a0fbc67be27；输出SHA256:a27e24a321f36a21b1821a1ef0a393b0b97e39b600d30b2fc6f3774c5ac90905","sample":"A（衬衫，私有试点之一）","sampleCount":1,"sampleAccess":"private","sampleUrl":null,"metrics":[{"name":"计时中位数","value":71.877,"unit":"ms","direction":"lower"},{"name":"PSNR","value":38.254434,"unit":"dB","direction":"higher"},{"name":"SSIM","value":0.97546,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-20261013-espcn-b","tool":"espcn-product-upscale","category":"visual-design","task":"商品图2倍放大","protocol":"flabs-upscale2x-pilot","version":"1-pilot","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T00:40:47.950675+00:00","evidenceUrl":"http://150.5.129.250/api/site/observatory/evidence/image-replay-20261013","conditions":"Windows11，CPU单线程。Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每模型/样本预热1次、计时3次，中位数不含权重读取及输出编码。放大仅计模型推理；600px受控降为300px再恢复。PSNR/SSIM不能代表人眼偏好或真实旧图效果。本次输出与既有实测字节/像素一致。输入SHA256:9f5fe980a73d09b866862191f2a717370c88db11f1a37c628bf769d44d9a409e；输出SHA256:5994756f3a12c453b5c190a8712af0a7d164b9ab622da817a088b934b92134dd","sample":"B（长裤，私有试点之一）","sampleCount":1,"sampleAccess":"private","sampleUrl":null,"metrics":[{"name":"计时中位数","value":66.456,"unit":"ms","direction":"lower"},{"name":"PSNR","value":37.51003,"unit":"dB","direction":"higher"},{"name":"SSIM","value":0.987264,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-20261013-espcn-c","tool":"espcn-product-upscale","category":"visual-design","task":"商品图2倍放大","protocol":"flabs-upscale2x-pilot","version":"1-pilot","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T00:40:47.950675+00:00","evidenceUrl":"http://150.5.129.250/api/site/observatory/evidence/image-replay-20261013","conditions":"Windows11，CPU单线程。Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每模型/样本预热1次、计时3次，中位数不含权重读取及输出编码。放大仅计模型推理；600px受控降为300px再恢复。PSNR/SSIM不能代表人眼偏好或真实旧图效果。本次输出与既有实测字节/像素一致。输入SHA256:4be73497237339aedb56f42f9f5596b4a8ae4b8210c2c6213c62308edd8f15bb；输出SHA256:db2931af81a9be28820d4fdc54bd588ac21a62f33fc0a0bfad4edda693954b8c","sample":"C（鞋，私有试点之一）","sampleCount":1,"sampleAccess":"private","sampleUrl":null,"metrics":[{"name":"计时中位数","value":67.454,"unit":"ms","direction":"lower"},{"name":"PSNR","value":32.868061,"unit":"dB","direction":"higher"},{"name":"SSIM","value":0.931338,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-public-20261013-u2net-printed-shirt","tool":"u2net-product-matting","category":"visual-design","task":"商品前景分离","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。前景分离内部直接缩至320×320并归一化，含预后处理计时；缺人工真值蒙版，无IoU或质量总分。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:4bf563d2151f57c5caf989391dfc3727d1383c6d36c3acfdaf33c14f411ac7da；输出SHA256:b467fa323045016964b30035d42e895b86e2654727bd45cf8bfa09501a595030","sample":"印字T恤场景图，衣袖部分超出画面，含桌面与杯子","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/printed-shirt-reference.png","metrics":[{"name":"计时中位数","value":1001.971,"unit":"ms","direction":"lower"}],"reviewed":true},{"id":"flabs-public-20261013-u2net-red-shoes","tool":"u2net-product-matting","category":"visual-design","task":"商品前景分离","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。前景分离内部直接缩至320×320并归一化，含预后处理计时；缺人工真值蒙版，无IoU或质量总分。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:20ce48c75f13d9383cb550f3eb6ad5b1c2e84e1b2340ec1d6e9632a2db2c8a8b；输出SHA256:072488dc55b0f8d7a2d48c3fde1748ffb4de9bee09fe8ce61b78d44bd9607cb3","sample":"白色背景红色鞋类商品照","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/red-shoes-reference.png","metrics":[{"name":"计时中位数","value":1007.552,"unit":"ms","direction":"lower"}],"reviewed":true},{"id":"flabs-public-20261013-u2net-leather-bag","tool":"u2net-product-matting","category":"visual-design","task":"商品前景分离","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。前景分离内部直接缩至320×320并归一化，含预后处理计时；缺人工真值蒙版，无IoU或质量总分。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:2fc0f586f37931f6ee9e3b0b555fcb277895c9072b841a9e5b4c8f31308cae2a；输出SHA256:5897a40b556f4f5328b25e174fa0a25ff3cb3680c0dd1a0560b2af073cddace2","sample":"渐变灰背景皮革手袋照","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/leather-bag-reference.png","metrics":[{"name":"计时中位数","value":1002.352,"unit":"ms","direction":"lower"}],"reviewed":true},{"id":"flabs-public-20261013-u2netp-printed-shirt","tool":"u2netp-product-matting","category":"visual-design","task":"商品前景分离","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。前景分离内部直接缩至320×320并归一化，含预后处理计时；缺人工真值蒙版，无IoU或质量总分。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:4bf563d2151f57c5caf989391dfc3727d1383c6d36c3acfdaf33c14f411ac7da；输出SHA256:54c208e7e65d3133cd9504353150647f975f3a9aaac91ffaf2105c46981ce7ea","sample":"印字T恤场景图，衣袖部分超出画面，含桌面与杯子","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/printed-shirt-reference.png","metrics":[{"name":"计时中位数","value":409.593,"unit":"ms","direction":"lower"}],"reviewed":true},{"id":"flabs-public-20261013-u2netp-red-shoes","tool":"u2netp-product-matting","category":"visual-design","task":"商品前景分离","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。前景分离内部直接缩至320×320并归一化，含预后处理计时；缺人工真值蒙版，无IoU或质量总分。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:20ce48c75f13d9383cb550f3eb6ad5b1c2e84e1b2340ec1d6e9632a2db2c8a8b；输出SHA256:75a76d61da8c59054704302bcce0adeb80b81e2980172ecbc01e7f940f55b5c6","sample":"白色背景红色鞋类商品照","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/red-shoes-reference.png","metrics":[{"name":"计时中位数","value":405.658,"unit":"ms","direction":"lower"}],"reviewed":true},{"id":"flabs-public-20261013-u2netp-leather-bag","tool":"u2netp-product-matting","category":"visual-design","task":"商品前景分离","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。前景分离内部直接缩至320×320并归一化，含预后处理计时；缺人工真值蒙版，无IoU或质量总分。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:2fc0f586f37931f6ee9e3b0b555fcb277895c9072b841a9e5b4c8f31308cae2a；输出SHA256:3700d8d1a1bb28c43b7fc39dd3e799e661fb2f69783e76807ee24528bb51c1a8","sample":"渐变灰背景皮革手袋照","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/leather-bag-reference.png","metrics":[{"name":"计时中位数","value":409.524,"unit":"ms","direction":"lower"}],"reviewed":true},{"id":"flabs-public-20261013-fsrcnn-printed-shirt","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍放大","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。放大从同图bicubic减半输入恢复原尺寸，只计推理；PSNR/SSIM不代表真实劣化修复、文字保真或人类视觉质量。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:cf185beb7ab05ff12cfb2bd7e591cd485c1088a534a4220782d8dfd9c1f2bd98；输出SHA256:08bc8216303af8402083bcdd9462f86d8a57ec0c067745d7aaec73e101297ebe","sample":"印字T恤场景图，衣袖部分超出画面，含桌面与杯子","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/printed-shirt-reference.png","metrics":[{"name":"计时中位数","value":52.577,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":30.150562,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM","value":0.829358,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-public-20261013-fsrcnn-red-shoes","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍放大","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。放大从同图bicubic减半输入恢复原尺寸，只计推理；PSNR/SSIM不代表真实劣化修复、文字保真或人类视觉质量。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:4bd8ed4d6cbf985786fcb3acb5c8c0d51086d93d91890179d31457140c2a1359；输出SHA256:2480a4d43dbc0616405c666c0bce3f431ade1fb97fbc2b90af157f2922914645","sample":"白色背景红色鞋类商品照","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/red-shoes-reference.png","metrics":[{"name":"计时中位数","value":44.332,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":39.821008,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM","value":0.983802,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-public-20261013-fsrcnn-leather-bag","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍放大","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。放大从同图bicubic减半输入恢复原尺寸，只计推理；PSNR/SSIM不代表真实劣化修复、文字保真或人类视觉质量。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:f81f92141bb8bb91f6fb9f0fe348396a69b20a21d7ba159b8d265b2781fcbe12；输出SHA256:aeb47696845d15ee02164129a11861939fb577e5a813e34eb72901fef1414766","sample":"渐变灰背景皮革手袋照","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/leather-bag-reference.png","metrics":[{"name":"计时中位数","value":70.715,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":32.992915,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM","value":0.91277,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-public-20261013-espcn-printed-shirt","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍放大","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。放大从同图bicubic减半输入恢复原尺寸，只计推理；PSNR/SSIM不代表真实劣化修复、文字保真或人类视觉质量。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:cf185beb7ab05ff12cfb2bd7e591cd485c1088a534a4220782d8dfd9c1f2bd98；输出SHA256:0bf43e19f63bf7ac484a5de15f83938f8c45c0ebd45519368985f14046d13600","sample":"印字T恤场景图，衣袖部分超出画面，含桌面与杯子","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/printed-shirt-reference.png","metrics":[{"name":"计时中位数","value":50.278,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":30.044441,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM","value":0.827038,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-public-20261013-espcn-red-shoes","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍放大","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。放大从同图bicubic减半输入恢复原尺寸，只计推理；PSNR/SSIM不代表真实劣化修复、文字保真或人类视觉质量。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:4bd8ed4d6cbf985786fcb3acb5c8c0d51086d93d91890179d31457140c2a1359；输出SHA256:e8a971610f9fbb32b0e2f31c36c3c3081a8bc98b79c255ae64b41ddcdf433e20","sample":"白色背景红色鞋类商品照","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/red-shoes-reference.png","metrics":[{"name":"计时中位数","value":41.043,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":39.952827,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM","value":0.985385,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-public-20261013-espcn-leather-bag","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍放大","protocol":"flabs-open-product-image-tasks","version":"public-1","source":"flabs-local-image-pilot","measuredAt":"2026-10-13T15:27:10.213378+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/index.html","conditions":"Windows11，CPU单线程；Python3.12.13/ONNX Runtime1.23.2/OpenCV4.12.0.88/NumPy2.2.6/Pillow11.3.0。每样本预热1次、计时3次，读取权重及PNG编码不计时。3张有公开许可的目的性选图，输入等比缩至最长600像素；非代表性数据集。放大从同图bicubic减半输入恢复原尺寸，只计推理；PSNR/SSIM不代表真实劣化修复、文字保真或人类视觉质量。复现包已在本机独立解压重跑，不代表异机或第二发布者验证。输入SHA256:f81f92141bb8bb91f6fb9f0fe348396a69b20a21d7ba159b8d265b2781fcbe12；输出SHA256:e5896f72cc6f69468ff21e0c81485060134abddbf445ae0281430cc9b8056e1d","sample":"渐变灰背景皮革手袋照","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/public-image-tasks-20261013/inputs/leather-bag-reference.png","metrics":[{"name":"计时中位数","value":64.419,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":32.991109,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM","value":0.91296,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-clothing-05","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-clothing-05","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:68c8d86848a6f97fbe62d035176173aec28c867b4e975cfb7645401417bfea10；参考SHA256:09a96353a06b3015be02cf2805de98b8c921c99230422b3a2ee7bba57e126bcb；输出SHA256:1a82d62fbd04c308a1c4436195e155478db3f097c3237cb9bbfd8b813c4267d6","sample":"服装 · clothing-05 · File:Shirt (AM 2014.27.1-2).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/clothing-05-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":50.12700002407655,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":35.81603690837886,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9561197540105415,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-clothing-05","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-clothing-05","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:68c8d86848a6f97fbe62d035176173aec28c867b4e975cfb7645401417bfea10；参考SHA256:09a96353a06b3015be02cf2805de98b8c921c99230422b3a2ee7bba57e126bcb；输出SHA256:447b03ecacf865231439af92f0a548fbe9d44d2fb7442ef7b53be7f3b453cb95","sample":"服装 · clothing-05 · File:Shirt (AM 2014.27.1-2).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/clothing-05-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":45.44249997707084,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":35.78980028976128,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9589953584568661,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-clothing-02","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-clothing-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：与Commons原始文件SHA1及大小一致的字节；原始来源及许可详见逐图证据。输入SHA256:75ad2ab85193be8eeae7b01dc401df981b2201f51cf91a0da6236b2fe0d80ec2；参考SHA256:3a48e5d21b1d7a1ebacb7df8a74975081d865156f40f674ae927a6c1f0469a07；输出SHA256:b3e5fe6845fcb8657ca7ace46aaabc8fa70a9b62ced7f304a76ab2c77efee06d","sample":"服装 · clothing-02 · File:Ambigram Ideal, polysymmetrical logo printed on a green T-shirt.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/clothing-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":66.14660000195727,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":37.04842013890699,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9577261041508408,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-clothing-02","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-clothing-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：与Commons原始文件SHA1及大小一致的字节；原始来源及许可详见逐图证据。输入SHA256:75ad2ab85193be8eeae7b01dc401df981b2201f51cf91a0da6236b2fe0d80ec2；参考SHA256:3a48e5d21b1d7a1ebacb7df8a74975081d865156f40f674ae927a6c1f0469a07；输出SHA256:30375d20c0ffe181c0458818dac8372dd3e70cf9584abcbf2c6a0c0d1f4748cc","sample":"服装 · clothing-02 · File:Ambigram Ideal, polysymmetrical logo printed on a green T-shirt.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/clothing-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":74.79149999562651,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":37.52782346342716,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.956052727722609,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-clothing-03","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-clothing-03","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：与Commons原始文件SHA1及大小一致的字节；原始来源及许可详见逐图证据。输入SHA256:bbc90818d009a9349a87f7a644b06b7924191bca54d0bf00ee2f2ec5f0084820；参考SHA256:7c6c0894d676e4ead2a8c1841739d8c908a699b023e055058670ee34a92b2d20；输出SHA256:9a06c05e881975742c0e980914dcb67a035566c8b808b099188db0a382aee872","sample":"服装 · clothing-03 · File:Child's coat taken in from Karelian woman's evening jacket, 1941-1944 - Museum of Cultures (Helsinki) - DSC04755.JPG","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/clothing-03-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":54.08249999163672,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":37.54370645408259,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9565169594275841,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-clothing-03","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-clothing-03","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：与Commons原始文件SHA1及大小一致的字节；原始来源及许可详见逐图证据。输入SHA256:bbc90818d009a9349a87f7a644b06b7924191bca54d0bf00ee2f2ec5f0084820；参考SHA256:7c6c0894d676e4ead2a8c1841739d8c908a699b023e055058670ee34a92b2d20；输出SHA256:356d52208f7c30c3da7f5f306b4c56d25f2caaf4990aa9982321ed0b5d84332f","sample":"服装 · clothing-03 · File:Child's coat taken in from Karelian woman's evening jacket, 1941-1944 - Museum of Cultures (Helsinki) - DSC04755.JPG","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/clothing-03-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":49.386899976525456,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":37.483834275123705,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9561155731615331,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-clothing-04","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-clothing-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：与Commons原始文件SHA1及大小一致的字节；原始来源及许可详见逐图证据。输入SHA256:aeaa52dbac2aae197d9e9bd4031f9ebae321ae7fd43db3f145bae054fd3d13d8；参考SHA256:111992586db6c6dedfab5524625745b1e810f458f119e50031106f2b34469804；输出SHA256:9012e08b25d912796cb6c61a51a81955ae583a2293987807517d5adc462bb75b","sample":"服装 · clothing-04 · File:Groen t-shirt met “5314” in wit, oranje, geel en rood, objectnr 86907.JPG","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/clothing-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":45.602999976836145,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":37.59039540376115,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9735223535781042,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-clothing-04","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-clothing-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：与Commons原始文件SHA1及大小一致的字节；原始来源及许可详见逐图证据。输入SHA256:aeaa52dbac2aae197d9e9bd4031f9ebae321ae7fd43db3f145bae054fd3d13d8；参考SHA256:111992586db6c6dedfab5524625745b1e810f458f119e50031106f2b34469804；输出SHA256:a5372e09117544ff47fe52d9ab3ca6296d59e778534bc20afaae0ad92a9daae2","sample":"服装 · clothing-04 · File:Groen t-shirt met “5314” in wit, oranje, geel en rood, objectnr 86907.JPG","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/clothing-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":48.62650000723079,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":37.57188615471804,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9744211438975338,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-footwear-01","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-footwear-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:949d780353d04512f0766e87e65a95abbc4e4da815d8c02ee2cc51ae72f42a91；参考SHA256:672d6724470028177bd2124f0f035707d37ee5b1098d98d075650ef6e71e6586；输出SHA256:34c04feeeb815b7d345ac1bee11429f4a5c542ea532f20656df7cdd6bbd57eb7","sample":"鞋履 · footwear-01 · File:-01 sneakers.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/footwear-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":33.43350003706291,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":29.396416140367073,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.8296383829864532,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-footwear-01","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-footwear-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:949d780353d04512f0766e87e65a95abbc4e4da815d8c02ee2cc51ae72f42a91；参考SHA256:672d6724470028177bd2124f0f035707d37ee5b1098d98d075650ef6e71e6586；输出SHA256:fb8cd3d7f5c9d711f505b0df5ec531b56a4c50684e451573a344240466c675a3","sample":"鞋履 · footwear-01 · File:-01 sneakers.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/footwear-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":31.307000026572496,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":29.31048074514751,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.828330202727509,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-footwear-02","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-footwear-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:5dce711e3d194e499ace0bbb708e3c4817fb960c9f0203382fac25ca14217804；参考SHA256:eb61c46f63e23ebd461f82c54d3454ca6e4abbb36d3b98c09caa0a8ef27af3be；输出SHA256:b907c5d7322d2288dcd8c31ee36c678f80001741d871a1ee6d0ed855a62ffa21","sample":"鞋履 · footwear-02 · File:Professional Sneakers - Sneakers for hostesses, pilots and other professionals. Comfortable sneakers produced in leather inside and outside.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/footwear-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":71.40389998676255,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":35.331241060461885,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9698879657070563,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-footwear-02","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-footwear-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:5dce711e3d194e499ace0bbb708e3c4817fb960c9f0203382fac25ca14217804；参考SHA256:eb61c46f63e23ebd461f82c54d3454ca6e4abbb36d3b98c09caa0a8ef27af3be；输出SHA256:6aa239222f53b33ec5c7e346bd230fbb53b0c7f330d6b9233aada4474ddc94a3","sample":"鞋履 · footwear-02 · File:Professional Sneakers - Sneakers for hostesses, pilots and other professionals. Comfortable sneakers produced in leather inside and outside.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/footwear-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":81.37010002974421,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":35.23596266488083,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9692522201716467,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-footwear-05","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-footwear-05","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:95cec497bc07623457371107befea2da4b5fb7be52c03924ab6c659c63090d09；参考SHA256:090b97d7b0432ea18ee9be9eb8b3ef409c309eb3f461e7ff8ca9e23493ae944b；输出SHA256:51683c54487554a0fde0f9d807edd54f436eb554983a83054c31d2a5f8c78af1","sample":"鞋履 · footwear-05 · File:Boots, pair woman's (AM 1992.157-14).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/footwear-05-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":60.27279997942969,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":30.676785347401054,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9192717255185068,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-footwear-05","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-footwear-05","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:95cec497bc07623457371107befea2da4b5fb7be52c03924ab6c659c63090d09；参考SHA256:090b97d7b0432ea18ee9be9eb8b3ef409c309eb3f461e7ff8ca9e23493ae944b；输出SHA256:3c20efaae1bdcfde9e7a242d39b5b56f981b8dc1f373ac883d6b8bf8598beb1c","sample":"鞋履 · footwear-05 · File:Boots, pair woman's (AM 1992.157-14).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/footwear-05-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":53.97499998798594,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":30.477327321943616,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9164265140845139,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-footwear-04","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-footwear-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：与Commons原始文件SHA1及大小一致的字节；原始来源及许可详见逐图证据。输入SHA256:713a9418d70c6bce2524731f4ca26db7011990303a2e528104fc9ac6c06f270d；参考SHA256:854245aa3841496386c5f3442a29d4254a87a0abc869875f7b4af256661ec4b4；输出SHA256:9df04dfd8d63ab3bc44435955b96dcc804ca962742abed4f8dda55ad927d396a","sample":"鞋履 · footwear-04 · File:Pair of plain toe oxfords from Allen Edmonds shoe company.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/footwear-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":63.21279995609075,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":37.23588667204995,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9681115027224709,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-footwear-04","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-footwear-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：与Commons原始文件SHA1及大小一致的字节；原始来源及许可详见逐图证据。输入SHA256:713a9418d70c6bce2524731f4ca26db7011990303a2e528104fc9ac6c06f270d；参考SHA256:854245aa3841496386c5f3442a29d4254a87a0abc869875f7b4af256661ec4b4；输出SHA256:e6294daa0db032874484a375a51b308724267422d8e63e23c5f28a4b47a703e6","sample":"鞋履 · footwear-04 · File:Pair of plain toe oxfords from Allen Edmonds shoe company.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/footwear-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":69.50550002511591,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":37.222114213352164,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9672588996087703,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-bags-01","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-bags-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:ecfa06bda623e7fd48fc4fdce05fbea0459b0b1bb3316a17ab14e6525b62fffb；参考SHA256:1695f5fe8de178b25a30a597c05155d71f629a3aee24a96dfb4aafad49e100d3；输出SHA256:94c15de056f860c4e639bf5304d3515a94827c0ee2382dff4f488f756039986c","sample":"包袋 · bags-01 · File:Briefcase attaché.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/bags-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":41.14010004559532,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":30.81216043887869,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.911142782146638,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-bags-01","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-bags-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:ecfa06bda623e7fd48fc4fdce05fbea0459b0b1bb3316a17ab14e6525b62fffb；参考SHA256:1695f5fe8de178b25a30a597c05155d71f629a3aee24a96dfb4aafad49e100d3；输出SHA256:f10f66853e9e20148bd29c399403db45f56852d6a75f8628a62ed1e43671c0cf","sample":"包袋 · bags-01 · File:Briefcase attaché.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/bags-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":35.793199960608035,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":30.74893194926858,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.908803865735348,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-bags-02","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-bags-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:4829fda4ad224882e54ce0d136aeeb23053e5a960c579d925a30413f05b61c79；参考SHA256:28e048a910059aac4f38eed70a6821d4e98b7013520758a5327bb1b0209be745；输出SHA256:c0a06e6572d75ca426dd473fb66f67377bec940488b4585d4eca496304e08374","sample":"包袋 · bags-02 · File:Briefcase-photo.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/bags-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":49.34930003946647,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":28.10008469841233,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.7228616892957728,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-bags-02","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-bags-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:4829fda4ad224882e54ce0d136aeeb23053e5a960c579d925a30413f05b61c79；参考SHA256:28e048a910059aac4f38eed70a6821d4e98b7013520758a5327bb1b0209be745；输出SHA256:8dbfe8cf9eb70c302a65fd82d775c32b55a6384c7958e9c96c8e321b84e5c2c4","sample":"包袋 · bags-02 · File:Briefcase-photo.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/bags-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":57.83469998277724,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":28.13201452814888,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.7274711630098376,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-bags-03","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-bags-03","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:250180c223206bd33a0af83255749188142a3855dacaf9eb4dfa08df32118fb2；参考SHA256:045d018a1891261e60493bb89289536c385f83fd4c27d6dea99c92dd56c83580；输出SHA256:f2facdae0111471fed1d895a464c9a58a455b9ec2c78d1da886b0862a3e14077","sample":"包袋 · bags-03 · File:Leather handbag by Les cuirs d'Agathe (DSC07738).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/bags-03-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":65.54169999435544,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":29.48059979910262,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.8663959196592002,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-bags-03","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-bags-03","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:250180c223206bd33a0af83255749188142a3855dacaf9eb4dfa08df32118fb2；参考SHA256:045d018a1891261e60493bb89289536c385f83fd4c27d6dea99c92dd56c83580；输出SHA256:0cd4a725a6f6ef1d65a3b35aa1528f2885bebfb01c92d58b02bcf68c89790014","sample":"包袋 · bags-03 · File:Leather handbag by Les cuirs d'Agathe (DSC07738).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/bags-03-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":56.609699968248606,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":29.40334376549574,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.8647981252994994,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-bags-04","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-bags-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:112c5c5c9acaf3ab8989cf2cab3b4565845d35fc626bce6a16f2eb510d2552cd；参考SHA256:b099a093da8141fdf9e338f1aa8ca5815df2b84f8b280c975d398b31e527dbc4；输出SHA256:2aa985c00fe37012db97a0d077e2ac0ba6b49d2ca14dca4cdb8b101265d822bc","sample":"包袋 · bags-04 · File:Stingray skin handbag (48645301521).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/bags-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":45.66440003691241,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":24.97950177985355,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.8034621937335484,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-bags-04","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-bags-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:112c5c5c9acaf3ab8989cf2cab3b4565845d35fc626bce6a16f2eb510d2552cd；参考SHA256:b099a093da8141fdf9e338f1aa8ca5815df2b84f8b280c975d398b31e527dbc4；输出SHA256:a4c43423015a50bdd3c2f92ba116890b02a792729ac5de32707eda6fc7705b77","sample":"包袋 · bags-04 · File:Stingray skin handbag (48645301521).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/bags-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":47.88709996500984,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":25.032389106683233,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.805937554864965,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-furniture-lighting-01","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-furniture-lighting-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:dc44d43d3dd5cd57db2473e3616cf93a6f3f5cbf531cf96c64629c88c022d008；参考SHA256:f62b37d5a9c82c5f97ec41a9eb3a3d7f84262924aba3865d73f6693510c92e38；输出SHA256:eb5b71c3106c54d0149042c66e3e16cae7176ac56e6df1d66549fcbe902b5ab9","sample":"家具与灯具 · furniture-lighting-01 · File:2024.05.01 Nowogrodek Navahrudak Vintage Shop Table Lamp.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/furniture-lighting-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":40.042299951892346,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":26.20976311344418,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.8362674182781481,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-furniture-lighting-01","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-furniture-lighting-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:dc44d43d3dd5cd57db2473e3616cf93a6f3f5cbf531cf96c64629c88c022d008；参考SHA256:f62b37d5a9c82c5f97ec41a9eb3a3d7f84262924aba3865d73f6693510c92e38；输出SHA256:3578fdaed53629fa97ff54cd020f5492e681dd69de8c2df760be860498b7afda","sample":"家具与灯具 · furniture-lighting-01 · File:2024.05.01 Nowogrodek Navahrudak Vintage Shop Table Lamp.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/furniture-lighting-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":38.04930002661422,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":26.10083842773229,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.8306346491993057,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-furniture-lighting-02","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-furniture-lighting-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:15cee7b78805d2c0abcff30b459e0aa19f23077b03599ecbad9ef093186e0297；参考SHA256:efa2ba09d65f2e77ff6df42e7dc175c25d5ec05c40cf15b968a025035add61b8；输出SHA256:342f519a0a1a9dd27ef844351b892c3baa0fdcb17748d9d452604ad51ff0c11c","sample":"家具与灯具 · furniture-lighting-02 · File:2024.08.09 Vintage Yugoslavia Table Lamp 1970s 02.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/furniture-lighting-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":50.99720001453534,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":30.688905411469804,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9141091940107517,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-furniture-lighting-02","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-furniture-lighting-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:15cee7b78805d2c0abcff30b459e0aa19f23077b03599ecbad9ef093186e0297；参考SHA256:efa2ba09d65f2e77ff6df42e7dc175c25d5ec05c40cf15b968a025035add61b8；输出SHA256:fc32e7a13ea0c3fe8667aaf493a88f91059e841e46c0941c95c1567fa52f11d6","sample":"家具与灯具 · furniture-lighting-02 · File:2024.08.09 Vintage Yugoslavia Table Lamp 1970s 02.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/furniture-lighting-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":54.60199998924509,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":30.750348897405374,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9148596535208151,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-furniture-lighting-03","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-furniture-lighting-03","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:86260d59eaa738ba79cf98923f8726fe0c558638d06d74e772e34eef804db5f6；参考SHA256:53c79830114d9e192f32084fb3a381dd4b107a7c564b03b19eed54ba58fe40a7；输出SHA256:50ee5d07d66533c24d8ea54707f57a5d5acb482685d5341a0df19379810829c0","sample":"家具与灯具 · furniture-lighting-03 · File:2026.06.05 USSR Milk Glass Table Lamp 01.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/furniture-lighting-03-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":59.27999998675659,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":38.6750613591466,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9587086452665114,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-furniture-lighting-03","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-furniture-lighting-03","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:86260d59eaa738ba79cf98923f8726fe0c558638d06d74e772e34eef804db5f6；参考SHA256:53c79830114d9e192f32084fb3a381dd4b107a7c564b03b19eed54ba58fe40a7；输出SHA256:4e31fe0e0d897111e60879320ea910b0f0802c1bcebd61d41fb87ac59350d29a","sample":"家具与灯具 · furniture-lighting-03 · File:2026.06.05 USSR Milk Glass Table Lamp 01.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/furniture-lighting-03-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":52.73589998250827,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":38.637417448613114,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9596360577217447,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-furniture-lighting-04","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-furniture-lighting-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:9bb31bfdab99987d75eab22ed96f36476b671ea961e1b43cb6ee2941942244db；参考SHA256:052719a1d773c0bea30a0a563bd134bc033a85f31694f5822fcb912738a72990；输出SHA256:77723fd86de536db3cf4e5ac8eb4abb9d8660511321fddc397ec6d3570321005","sample":"家具与灯具 · furniture-lighting-04 · File:Pansy border table lamp - Tiffany Studios (49359844287).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/furniture-lighting-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":61.74609996378422,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":27.118631848629033,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9406038167320763,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-furniture-lighting-04","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-furniture-lighting-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:9bb31bfdab99987d75eab22ed96f36476b671ea961e1b43cb6ee2941942244db；参考SHA256:052719a1d773c0bea30a0a563bd134bc033a85f31694f5822fcb912738a72990；输出SHA256:93f9e29a176c3050376a368f5f50824dd547dfdddc07e9fc10396b8ff9b2b7ed","sample":"家具与灯具 · furniture-lighting-04 · File:Pansy border table lamp - Tiffany Studios (49359844287).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/furniture-lighting-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":73.74550000531599,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":27.3891200258392,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9415526044273415,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-stationery-equipment-01","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-stationery-equipment-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:77abfb934357f54544877a36f976d1f0ac36bc91c4c05ba11de8ec2f930d2a38；参考SHA256:4a1cb8ea5f4314066d0ddfeed63b033d3e9418a9df74c733cc1e500118c7c04d；输出SHA256:57ca3e665fc55094ea30c6ac2224b5e0b416ee8e8a51d13b730d4ecd804a219c","sample":"文具与设备 · stationery-equipment-01 · File:Black Stapler 2024.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/stationery-equipment-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":69.46600001538172,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":26.14662070155283,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.7118440271653832,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-stationery-equipment-01","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-stationery-equipment-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:77abfb934357f54544877a36f976d1f0ac36bc91c4c05ba11de8ec2f930d2a38；参考SHA256:4a1cb8ea5f4314066d0ddfeed63b033d3e9418a9df74c733cc1e500118c7c04d；输出SHA256:0e4d275eaca62baf899d218dc26e2c4f8020cc3ecb87400fe0c4cfcfa85a1d76","sample":"文具与设备 · stationery-equipment-01 · File:Black Stapler 2024.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/stationery-equipment-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":58.895900030620396,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":26.132415686304512,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.7085143519921562,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-stationery-equipment-02","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-stationery-equipment-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:20eeaf7ab4e56ea6c0d9a09071fc2a28a6cc7c69638f228f6c72ee90858ab1c5；参考SHA256:93c69035a03576be1891fdaf5ff666225269740d83a5be0739179f0ce9c58c99；输出SHA256:8b84304977137952f91c0ab3ac6148f81fdfa3808730faecf5b5b28c2098a7e0","sample":"文具与设备 · stationery-equipment-02 · File:Stapler 001.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/stationery-equipment-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":52.172399999108166,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":33.27191073273008,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9205702790239313,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-stationery-equipment-02","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-stationery-equipment-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:20eeaf7ab4e56ea6c0d9a09071fc2a28a6cc7c69638f228f6c72ee90858ab1c5；参考SHA256:93c69035a03576be1891fdaf5ff666225269740d83a5be0739179f0ce9c58c99；输出SHA256:1c4f1e64a1e4936ce06225c5eb883d293d2a21ef74457f51ad01beb2fccf11f7","sample":"文具与设备 · stationery-equipment-02 · File:Stapler 001.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/stationery-equipment-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":54.46040001697838,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":33.4574725758227,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9192239630230183,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-stationery-equipment-03","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-stationery-equipment-03","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:57495253a8750a24ad9d053d7d62660f737a1f9907c7183ae73e5939c7ede967；参考SHA256:2b86fd03fac85058bd8f73694040b725e37854b71c00e6b72b3d10e212df15b1；输出SHA256:312eb3f6722f0e55a0d4d99805ad6b4b9aa134954f7edd2288407561ba0ff730","sample":"文具与设备 · stationery-equipment-03 · File:HP 35 Calculator.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/stationery-equipment-03-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":64.4869000534527,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":29.492332020339003,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9042582344938651,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-stationery-equipment-03","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-stationery-equipment-03","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:57495253a8750a24ad9d053d7d62660f737a1f9907c7183ae73e5939c7ede967；参考SHA256:2b86fd03fac85058bd8f73694040b725e37854b71c00e6b72b3d10e212df15b1；输出SHA256:78d71e5fe30762325a946a920dec278dad83d894743d336c2c50ba2aa54907f9","sample":"文具与设备 · stationery-equipment-03 · File:HP 35 Calculator.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/stationery-equipment-03-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":60.56800001533702,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":29.438088554306347,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 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8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:2dfed87a597a0987e28813ca4901fe7432f91d68b9cb974932392e86b9a08848；参考SHA256:c2449e4c75b369b8acf34a5c7c2a990ff8ae9cafbc35cb6ab26930cacd2287c5；输出SHA256:e536a9699e5b0f26c9ffb582b821aabbc5ab600054dc05bd0ff4e470581cb436","sample":"文具与设备 · stationery-equipment-04 · File:Casio fx-83ES calculator (front) (minor retouch).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/stationery-equipment-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":37.24730003159493,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":26.740319705873084,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.904263138755551,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-stationery-equipment-04","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-stationery-equipment-04","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:2dfed87a597a0987e28813ca4901fe7432f91d68b9cb974932392e86b9a08848；参考SHA256:c2449e4c75b369b8acf34a5c7c2a990ff8ae9cafbc35cb6ab26930cacd2287c5；输出SHA256:98901db3fba3437ca6535c89dcdbd638d5504f781e55104b5ed15f67657fac93","sample":"文具与设备 · stationery-equipment-04 · File:Casio fx-83ES calculator (front) (minor retouch).jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/stationery-equipment-04-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":41.20749997673556,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":26.819619301165392,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 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8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:4be2906878ca2d2b0f088d4dc45df32fca5da1d4725b72dc5b124b48a074b6de；参考SHA256:e5422660c7b550eebcb8918a7f1a3bf72d460afe212a6a8a16a13476435d6459；输出SHA256:cfe2988063ca7b858e8fa1d6ecfbe1cb50d5a9f0cad445716d51b9b965a3dcdd","sample":"其他材质 · other-materials-01 · File:A cut glass vase on light blue.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/other-materials-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":42.08019998623058,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":25.847279736269066,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.8160579981171576,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-other-materials-01","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-other-materials-01","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:4be2906878ca2d2b0f088d4dc45df32fca5da1d4725b72dc5b124b48a074b6de；参考SHA256:e5422660c7b550eebcb8918a7f1a3bf72d460afe212a6a8a16a13476435d6459；输出SHA256:f97bd5e89b11bc4c61ba092cd366c9e1593301469cf25826551a95b7ee94613a","sample":"其他材质 · other-materials-01 · File:A cut glass vase on light blue.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/other-materials-01-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":41.91749996971339,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":25.73034290722896,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.8102782738672224,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-espcn-other-materials-02","tool":"espcn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-other-materials-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:76482cbcd8323c5172318f6c82c7587764ce457f29cd5fdcb4eceea62599f699；参考SHA256:4a0baa2aca992df833e949056d62fed5b0c8a264a0964fe78e5a0e32f4b7d3bf；输出SHA256:6d049cc18027701d38292b5e352dc863c4b7e27cd4e2d8f596d60a7a81c62e26","sample":"其他材质 · other-materials-02 · File:Opaque blue-green glass Vase mid-18th century China 01.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/other-materials-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":62.450199970044196,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":42.25152205917578,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 SSIM（灰度）","value":0.9678586270711456,"unit":"ratio","direction":"higher"}],"reviewed":true},{"id":"flabs-controlled24-20261015-fsrcnn-other-materials-02","tool":"fsrcnn-product-upscale","category":"visual-design","task":"商品图像2倍受控降采样恢复（24图定向样本）","protocol":"controlled-product-24-x2-v1","version":"1-local-cpu","source":"flabs-local-image-pilot","measuredAt":"2026-10-15T04:27:05.737595+00:00","evidenceUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/index.html#sample-other-materials-02","conditions":"Windows 11；CPU/OpenCV单线程，OpenCL关闭；Python 3.12.13、OpenCV 4.12.0.88、NumPy 2.2.6、Pillow 11.3.0。每模型/样本预热1次，交替模型先后顺序计时3次取中位数；仅推理，不含权重加载、输入转换、指标计算与写盘。按EXIF方向转RGB，Lanczos将最长边缩至600并向下取偶数，bicubic缩小2倍后恢复。PSNR基于RGB、峰值255；SSIM基于OpenCV 8位灰度、11×11高斯窗σ1.5，去除5像素边界。六组各4的24张定向商品/局部照片，非代表性总体；不含旧3图。只保留该图原生指标，不等同视觉/生产质量、真实劣化修复或正式评分；同一FLABS发布者，非第二独立来源。样本来源：Commons既有派生图字节；原始来源及许可详见逐图证据。输入SHA256:76482cbcd8323c5172318f6c82c7587764ce457f29cd5fdcb4eceea62599f699；参考SHA256:4a0baa2aca992df833e949056d62fed5b0c8a264a0964fe78e5a0e32f4b7d3bf；输出SHA256:f6e496099fb4772a28da5e72975b85f820da4cde571be1611587281acb615c5c","sample":"其他材质 · other-materials-02 · File:Opaque blue-green glass Vase mid-18th century China 01.jpg","sampleCount":1,"sampleAccess":"public","sampleUrl":"http://150.5.129.250/benchmarks/controlled-product24-20261015/inputs/other-materials-02-reference.png","metrics":[{"name":"推理耗时（三次中位数）","value":70.23999997181818,"unit":"ms","direction":"lower"},{"name":"受控降采样恢复 PSNR","value":42.46288715967542,"unit":"dB","direction":"higher"},{"name":"受控降采样恢复 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［FAI 实验室 不可信外部资料结束］

## 回答提示
- score 或 rank 为 null 表示未具备排名条件，不是零分；说明 reason，不要补造名次。
- 同分并列；综合榜需要独立评测方法，不把不同任务分数相加。引用成绩时保留协议版本、条件、日期及 evidenceUrl。
- boards 中 task 标识具体任务；未带 task 的分类整体榜需要自己的独立方法，不能用子任务平均代替。即使协议字符串相同，不同 task 的成绩仍分别采用。
- measurements 是已审核原始测量，不计入排名。保留指标单位、方向、条件及样本公开状态；私有或不可取得的样本不能声称公众可独立复现。
- 不同货币和计费单位的价格不可直接比较；商用许可、开源和地区属性保留未知状态，并核对所列官方证据。
- 无已审核工具时说明暂无可用榜单，不用示例或通用模型替代。