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Models/AdaRevD

AdaRevD

Reported on 62 benchmarks across 7 tasks · 1 paper · 29 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio20 results

10-shot image generationonRealBlur-J
PSNR (sRGB)· 2024-06-13
33.96
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonRealBlur-R
PSNR (sRGB)· 2024-06-13
41.19
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonRealBlur-R (trained on GoPro)
PSNR (sRGB)· 2024-06-13
36.53
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2024-06-13
30.12
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2024-06-13
0.894
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
1 Image, 2*2 StitchionHIDE
PSNR· 2024-06-13
32.35
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
1 Image, 2*2 StitchionGoPro
PSNR· 2024-06-13
34.6
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
1 Image, 2*2 StitchionGoPro
SSIM· 2024-06-13
0.972
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonRealBlur-J
SSIM (sRGB)· 2024-06-13
0.944
best: 0.946 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonRealBlur-R
SSIM (sRGB)· 2024-06-13
0.979
best: 0.981 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonGoPro
PSNR· 2024-06-13
34.6
best: 35.98 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonGoPro
SSIM· 2024-06-13
0.972
best: 0.9792 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2024-06-13
0.957
best: 0.961 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonHIDE (trained on GOPRO)
PSNR (sRGB)· 2024-06-13
32.35
best: 32.83 (MAXIM)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonHIDE (trained on GOPRO)
SSIM (sRGB)· 2024-06-13
0.953
best: 0.956 (MAXIM)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonHIDE
PSNR· 2024-06-13
32.35
best: 32.83 (MAXIM-3S)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonHIDE
SSIM· 2024-06-13
0.953
best: 0.956 (MAXIM-3S)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonGoPro
PSNR· 2024-06-13
34.6
best: 35.98 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
10-shot image generationonGoPro
SSIM· 2024-06-13
0.972
best: 0.9792 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
1 Image, 2*2 StitchionHIDE
SSIM· 2024-06-13
0.953
best: 0.956 (MAXIM-3S)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135

Computer Vision16 results

DeblurringonRealBlur-J
PSNR (sRGB)· 2024-06-13
33.96
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonRealBlur-R
PSNR (sRGB)· 2024-06-13
41.19
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonRealBlur-R (trained on GoPro)
PSNR (sRGB)· 2024-06-13
36.53
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2024-06-13
30.12
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2024-06-13
0.894
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Image DeblurringonHIDE
PSNR· 2024-06-13
32.35
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Image DeblurringonGoPro
PSNR· 2024-06-13
34.6
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Image DeblurringonGoPro
SSIM· 2024-06-13
0.972
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonRealBlur-J
SSIM (sRGB)· 2024-06-13
0.944
best: 0.946 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonRealBlur-R
SSIM (sRGB)· 2024-06-13
0.979
best: 0.981 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonGoPro
PSNR· 2024-06-13
34.6
best: 35.98 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonGoPro
SSIM· 2024-06-13
0.972
best: 0.9792 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2024-06-13
0.957
best: 0.961 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonHIDE (trained on GOPRO)
PSNR (sRGB)· 2024-06-13
32.35
best: 32.83 (MAXIM)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
DeblurringonHIDE (trained on GOPRO)
SSIM (sRGB)· 2024-06-13
0.953
best: 0.956 (MAXIM)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Image DeblurringonHIDE
SSIM· 2024-06-13
0.953
best: 0.956 (MAXIM-3S)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135

Methodology16 results

2D ClassificationonRealBlur-J
PSNR (sRGB)· 2024-06-13
33.96
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonRealBlur-R
PSNR (sRGB)· 2024-06-13
41.19
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonRealBlur-R (trained on GoPro)
PSNR (sRGB)· 2024-06-13
36.53
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2024-06-13
30.12
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2024-06-13
0.894
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
16konHIDE
PSNR· 2024-06-13
32.35
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
16konGoPro
PSNR· 2024-06-13
34.6
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
16konGoPro
SSIM· 2024-06-13
0.972
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonRealBlur-J
SSIM (sRGB)· 2024-06-13
0.944
best: 0.946 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonRealBlur-R
SSIM (sRGB)· 2024-06-13
0.979
best: 0.981 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonGoPro
PSNR· 2024-06-13
34.6
best: 35.98 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonGoPro
SSIM· 2024-06-13
0.972
best: 0.9792 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2024-06-13
0.957
best: 0.961 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonHIDE (trained on GOPRO)
PSNR (sRGB)· 2024-06-13
32.35
best: 32.83 (MAXIM)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
2D ClassificationonHIDE (trained on GOPRO)
SSIM (sRGB)· 2024-06-13
0.953
best: 0.956 (MAXIM)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
16konHIDE
SSIM· 2024-06-13
0.953
best: 0.956 (MAXIM-3S)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135

Computer Code12 results

Blind Image DeblurringonRealBlur-J
PSNR (sRGB)· 2024-06-13
33.96
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonRealBlur-R
PSNR (sRGB)· 2024-06-13
41.19
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonRealBlur-R (trained on GoPro)
PSNR (sRGB)· 2024-06-13
36.53
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2024-06-13
30.12
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2024-06-13
0.894
SOTA
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonRealBlur-J
SSIM (sRGB)· 2024-06-13
0.944
best: 0.946 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonRealBlur-R
SSIM (sRGB)· 2024-06-13
0.979
best: 0.981 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonGoPro
PSNR· 2024-06-13
34.6
best: 35.98 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonGoPro
SSIM· 2024-06-13
0.972
best: 0.9792 (BSSTNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2024-06-13
0.957
best: 0.961 (ALGNet)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonHIDE (trained on GOPRO)
PSNR (sRGB)· 2024-06-13
32.35
best: 32.83 (MAXIM)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135
Blind Image DeblurringonHIDE (trained on GOPRO)
SSIM (sRGB)· 2024-06-13
0.953
best: 0.956 (MAXIM)
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring arXiv:2406.09135