Image Inpainting on Places wide masks 512 x 512
1.82FIDCoModGAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CoModGANNumber of Parameters=109 x 10^62021.09 | 1.82 | 0.147 | |
| LaMa-FourierNumber of Parameters=27 x 10^62021.09 | 2.21 | 0.135 | |
| MADFNumber of Parameters=85 x 10^62021.09 | 3.76 | 0.139 | |
| SH-GAN (regular)Model variant=regular, Resolution=512x5122022.11 | 3.9755 | 0.2532 | |
| SH-GAN (small)Model variant=small, Resolution=512x5122022.11 | 4.4051 | 0.257 | |
| CoModGan (official)Model variant=official, Resolution=512x5122022.11 | 4.5978 | 0.2566 | |
| Region WiseNumber of Parameters=47 x 10^62021.09 | 4.75 | 0.149 | |
| CoModGan (small)Model variant=small, Resolution=512x5122022.11 | 4.8398 | 0.2574 | |
| DeepFill v2Number of Parameters=4 x 10^62021.09 | 5.2 | 0.155 | |
| AOT GANNumber of Parameters=15 x 10^62021.09 | 5.94 | 0.149 | |
| GCPRNumber of Parameters=30 x 10^62021.09 | 6.54 | 0.161 | |
| LaMaResolution=512x5122022.11 | 7.6624 | 0.2425 | |
| EdgeConnectNumber of Parameters=22 x 10^62021.09 | 8.37 | 0.16 | |
| HiFillNumber of Parameters=3 x 10^62021.09 | 12.8 | 0.18 | |
| Onion-ConvResolution=512x5122022.11 | 14.0048 | 0.2999 | |
| CR-FillResolution=512x5122022.11 | 14.8824 | 0.2675 | |
| RegionNormNumber of Parameters=12 x 10^62021.09 | 15.7 | 0.176 | |
| DeepFillV2Resolution=512x5122022.11 | 18.3419 | 0.2871 | |
| MADFResolution=512x5122022.11 | 18.4953 | 0.2532 | |
| AOT-GANResolution=512x5122022.11 | 28.4871 | 0.295 |