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Models/AdaIR

AdaIR

Reported on 13 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Computer Vision9 results

Image Restorationon5-Degradations
Average PSNR· 2024-03-21
30.2
best: 31.25 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
Image Restorationon5-Degradations
SSIM· 2024-03-21
0.91
best: 0.921 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
Image Restorationon3-Degradations
Average PSNR· 2024-03-21
32.69
best: 33.21 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
Image Restorationon3-Degradations
SSIM· 2024-03-21
0.918
best: 0.919 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
Unified Image Restorationon5-Degradations
Average PSNR· 2024-03-21
30.2
best: 31.25 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
Unified Image Restorationon5-Degradations
SSIM· 2024-03-21
0.91
best: 0.921 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
Unified Image Restorationon3-Degradations
Average PSNR· 2024-03-21
32.69
best: 33.21 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
Unified Image Restorationon3-Degradations
SSIM· 2024-03-21
0.918
best: 0.919 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
Image EnhancementonSID
5-way 5~10-shot· uses extra data
1

Audio4 results

10-shot image generationon5-Degradations
Average PSNR· 2024-03-21
30.2
best: 31.25 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
10-shot image generationon5-Degradations
SSIM· 2024-03-21
0.91
best: 0.921 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
10-shot image generationon3-Degradations
Average PSNR· 2024-03-21
32.69
best: 33.21 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614
10-shot image generationon3-Degradations
SSIM· 2024-03-21
0.918
best: 0.919 (ABAIR)
SOTA
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation arXiv:2403.14614