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Models/CM-GAN

CM-GAN

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

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

Medical4 results

Image GenerationonPlaces2
FID· 2022-03-22
1.628
best: 1.23 (ASUKA)
SOTA
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training arXiv:2203.11947
Image GenerationonPlaces2
LPIPS· 2022-03-22
0.189
best: 0.183 (ASUKA)
SOTA
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training arXiv:2203.11947
Image GenerationonPlaces2
P-IDS· 2022-03-22
20.96
best: 28.7 (ASUKA)
SOTA
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training arXiv:2203.11947
Image GenerationonPlaces2
U-IDS· 2022-03-22
37.42
best: 41.3 (ASUKA)
SOTA
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training arXiv:2203.11947

Computer Vision4 results

Image InpaintingonPlaces2
FID· 2022-03-22
1.628
best: 1.23 (ASUKA)
SOTA
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training arXiv:2203.11947
Image InpaintingonPlaces2
LPIPS· 2022-03-22
0.189
best: 0.183 (ASUKA)
SOTA
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training arXiv:2203.11947
Image InpaintingonPlaces2
P-IDS· 2022-03-22
20.96
best: 28.7 (ASUKA)
SOTA
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training arXiv:2203.11947
Image InpaintingonPlaces2
U-IDS· 2022-03-22
37.42
best: 41.3 (ASUKA)
SOTA
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training arXiv:2203.11947