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Models/WaveDiff

WaveDiff

Reported on 14 benchmarks across 1 task · 1 paper · 9 SOTA

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

Medical14 results

Image GenerationonSTL-10
NFE· 2022-11-29
4
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonSTL-10
Recall· 2022-11-29
0.41
best: 0.49 (RDUOT)
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonCelebA-HQ 1024x1024
NFE· 2022-11-29
2
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonCelebA-HQ 256x256
NFE· 2022-11-29
2
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonCelebA-HQ 256x256
Recall· 2022-11-29
0.37
best: 0.55 (RDM)
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonCelebA-HQ 512x512
FID· 2022-11-29
6.4
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonCelebA-HQ 512x512
NFE· 2022-11-29
2
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonCelebA-HQ 512x512
Recall· 2022-11-29
0.35
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonLSUN Churches 256 x 256
Recall· 2022-11-29
0.4
best: 0.48 (CLR-GAN)
SOTA
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonSTL-10
FID· 2022-11-29
12.93
best: 6.91 (Diffusion ProjectedGAN)
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonCelebA-HQ 1024x1024
FID· 2022-11-29
5.98
best: 4.43 (StyleSwin)
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonCelebA-HQ 256x256
FID· 2022-11-29
5.94
best: 3.15 (RDM)
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonLSUN Churches 256 x 256
FID· 2022-11-29
5.06
best: 1.59 (Projected GAN)
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152
Image GenerationonLSUN Churches 256 x 256
NFE· 2022-11-29
4
best: 100 (TDPM+ (TTrunc=99))
Wavelet Diffusion Models are fast and scalable Image Generators arXiv:2211.16152