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Models/CoModGAN

CoModGAN

Reported on 14 benchmarks across 2 tasks · 1 paper · 13 SOTA

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

Medical7 results

Image GenerationonPlaces2
FID· 2021-03-18
2.92
best: 1.23 (ASUKA)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image GenerationonPlaces2
P-IDS· 2021-03-18
19.64
best: 28.7 (ASUKA)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image GenerationonPlaces2
U-IDS· 2021-03-18
35.78
best: 41.3 (ASUKA)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image GenerationonCelebA-HQ
FID· 2021-03-18
5.65
best: 4.86 (MAT)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image GenerationonCelebA-HQ
P-IDS· 2021-03-18
11.23
best: 13.83 (MAT)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image GenerationonCelebA-HQ
U-IDS· 2021-03-18
22.54
best: 25.33 (MAT)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image GenerationonFFHQ 512 x 512
FID· 2021-03-18
3.7
best: 1.77 (StyleSAN-XL)
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428

Computer Vision7 results

Image InpaintingonFFHQ 512 x 512
FID· 2021-03-18
3.7
best: 3.4 (SH-GAN)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image InpaintingonPlaces2
FID· 2021-03-18
2.92
best: 1.23 (ASUKA)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image InpaintingonPlaces2
P-IDS· 2021-03-18
19.64
best: 28.7 (ASUKA)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image InpaintingonPlaces2
U-IDS· 2021-03-18
35.78
best: 41.3 (ASUKA)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image InpaintingonCelebA-HQ
FID· 2021-03-18
5.65
best: 4.86 (MAT)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image InpaintingonCelebA-HQ
P-IDS· 2021-03-18
11.23
best: 13.83 (MAT)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428
Image InpaintingonCelebA-HQ
U-IDS· 2021-03-18
22.54
best: 25.33 (MAT)
SOTA
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks arXiv:2103.10428