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Models/HAIR

HAIR

Reported on 14 benchmarks across 3 tasks · 1 paper · 14 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· 2024-08-15
30.37
best: 31.25 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
Image Restorationon5-Degradations
SSIM· 2024-08-15
0.914
best: 0.921 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
Image Restorationon3-Degradations
Average PSNR· 2024-08-15
32.7
best: 33.21 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
Image Restorationon3-Degradations
SSIM· 2024-08-15
0.919
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
Image Restorationon5-Degradation Blind All-in-One Image Restoration
Average PSNR· 2024-08-15
30.37
best: 31.25 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
Unified Image Restorationon5-Degradations
Average PSNR· 2024-08-15
30.37
best: 31.25 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
Unified Image Restorationon5-Degradations
SSIM· 2024-08-15
0.914
best: 0.921 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
Unified Image Restorationon3-Degradations
Average PSNR· 2024-08-15
32.7
best: 33.21 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
Unified Image Restorationon3-Degradations
SSIM· 2024-08-15
0.919
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091

Audio5 results

10-shot image generationon5-Degradations
Average PSNR· 2024-08-15
30.37
best: 31.25 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
10-shot image generationon5-Degradations
SSIM· 2024-08-15
0.914
best: 0.921 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
10-shot image generationon3-Degradations
Average PSNR· 2024-08-15
32.7
best: 33.21 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
10-shot image generationon3-Degradations
SSIM· 2024-08-15
0.919
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091
10-shot image generationon5-Degradation Blind All-in-One Image Restoration
Average PSNR· 2024-08-15
30.37
best: 31.25 (ABAIR)
SOTA
HAIR: Hypernetworks-based All-in-One Image Restoration arXiv:2408.08091