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Deblurring On Based

评估指标

ERQAv2.0
LPIPS
PSNR
SSIM
Subjective
VMAF

评测结果

各个模型在此基准测试上的表现结果

Paper Title
NAFNet (REDS)0.745080.0856130.548030.950352.840566.85941Simple Baselines for Image Restoration
VRT (GoPro)0.748740.0816531.429450.945032.385466.72253VRT: A Video Restoration Transformer
VRT (REDS)0.750560.0824830.978780.946011.566066.81782VRT: A Video Restoration Transformer
DeblurGAN Inception----1.0375-DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
MAXIM (REDS)0.742770.07836-0.949591.008167.3502MAXIM: Multi-Axis MLP for Image Processing
Deeprft (GoPro)0.743230.0832631.576120.944840.535466.55057Intriguing Findings of Frequency Selection for Image Deblurring
Deeprft (REDS)0.743390.0813931.323490.944790.462266.46811Intriguing Findings of Frequency Selection for Image Deblurring
MPR local0.745210.0832331.650370.945420.440767.01788Improving Image Restoration by Revisiting Global Information Aggregation
MAXIM (GoPro)-0.0918831.363440.943860.207067.7557MAXIM: Multi-Axis MLP for Image Processing
Restormer local0.738750.0825131.123410.942170.123165.25911Restormer: Efficient Transformer for High-Resolution Image Restoration
Restormer0.747760.0823931.761110.946320.117566.3964Restormer: Efficient Transformer for High-Resolution Image Restoration
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Deblurring On Based | SOTA | HyperAI超神经