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Models/DA-CLIP

DA-CLIP

Reported on 9 benchmarks across 4 tasks · 1 paper · 3 SOTA

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

Computer Vision9 results

Image EnhancementonLOL
LPIPS· 2023-10-02
0.083
best: 0.069 (BEM_)
SOTA
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018
Rain RemovalonRain100H
PSNR· 2023-10-02
33.91
best: 34.56 (GOUB (Mean-ODE))
SOTA
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018
Rain RemovalonRain100H
SSIM· 2023-10-02
0.926
best: 0.9414 (GOUB (Mean-ODE))
SOTA
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018
Image EnhancementonLOL
Average PSNR· 2023-10-02
23.77
best: 29.185 (CFWD)
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018
Image EnhancementonLOL
SSIM· 2023-10-02
0.83
best: 0.93 (PyDiff)
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018
DehazingonRESIDE-6K
PSNR· 2023-10-02
30.16
best: 31.45 (DehazeFormer-B)
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018
DehazingonRESIDE-6K
SSIM· 2023-10-02
0.936
best: 0.98 (DehazeFormer-B)
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018
Image DehazingonRESIDE-6K
PSNR· 2023-10-02
30.16
best: 31.45 (DehazeFormer-B)
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018
Image DehazingonRESIDE-6K
SSIM· 2023-10-02
0.936
best: 0.98 (DehazeFormer-B)
Controlling Vision-Language Models for Multi-Task Image Restoration arXiv:2310.01018