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Models/DLSM

DLSM

Reported on 8 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Medical4 results

Image GenerationonCIFAR-10
FID· 2022-03-27
2.25
best: 1.22 (GMem)
SOTA
Denoising Likelihood Score Matching for Conditional Score-based Data Generation arXiv:2203.14206
Image GenerationonCIFAR-10
Inception score· 2022-03-27
9.9
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
Denoising Likelihood Score Matching for Conditional Score-based Data Generation arXiv:2203.14206
Image GenerationonCIFAR-100
FID· 2022-03-27
3.86
best: 2.99 (LeCAM (StyleGAN2 + ADA))
Denoising Likelihood Score Matching for Conditional Score-based Data Generation arXiv:2203.14206
Image GenerationonCIFAR-100
Inception Score· 2022-03-27
11.62
best: 14.36 (MHingeGAN)
Denoising Likelihood Score Matching for Conditional Score-based Data Generation arXiv:2203.14206

Computer Vision4 results

Conditional Image GenerationonCIFAR-10
FID· 2022-03-27
2.25
best: 1.64 (EDM-G++ (conditional))
SOTA
Denoising Likelihood Score Matching for Conditional Score-based Data Generation arXiv:2203.14206
Conditional Image GenerationonCIFAR-100
FID· 2022-03-27
3.86
SOTA
Denoising Likelihood Score Matching for Conditional Score-based Data Generation arXiv:2203.14206
Conditional Image GenerationonCIFAR-10
Inception score· 2022-03-27
9.9
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
Denoising Likelihood Score Matching for Conditional Score-based Data Generation arXiv:2203.14206
Conditional Image GenerationonCIFAR-100
Inception Score· 2022-03-27
11.62
best: 14.36 (MHingeGAN)
Denoising Likelihood Score Matching for Conditional Score-based Data Generation arXiv:2203.14206