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Models/RePaint

RePaint

Reported on 12 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Medical6 results

Image GenerationonImageNet
FID· 2022-12-01
12.31
best: 3.21 (WavePaint)
SOTA
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image GenerationonCelebA
FID· 2022-12-01
14.19
best: 4.54 (DDNM)
SOTA
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image GenerationonImageNet
PSNR· 2022-12-01
31.87
best: 32.06 (DDNM)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image GenerationonImageNet
SSIM· 2022-12-01
0.963
best: 0.968 (DDNM)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image GenerationonCelebA
PSNR· 2022-12-01
35.2
best: 35.64 (DDNM)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image GenerationonCelebA
SSIM· 2022-12-01
0.981
best: 0.982 (DDNM)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490

Computer Vision6 results

Image InpaintingonImageNet
FID· 2022-12-01
12.31
best: 3.21 (WavePaint)
SOTA
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image InpaintingonCelebA
FID· 2022-12-01
14.19
best: 4.54 (DDNM)
SOTA
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image InpaintingonImageNet
PSNR· 2022-12-01
31.87
best: 32.06 (DDNM)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image InpaintingonImageNet
SSIM· 2022-12-01
0.963
best: 0.968 (DDNM)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image InpaintingonCelebA
PSNR· 2022-12-01
35.2
best: 35.64 (DDNM)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490
Image InpaintingonCelebA
SSIM· 2022-12-01
0.981
best: 0.982 (DDNM)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model arXiv:2212.00490