Image Inpainting on Places 512x512 (test)
0.78FIDMAT (Ours)†
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MAT (Ours)†#Param=62M, Training images=8M2022.03 | 0.78 | 31.72 | 43.71 | |
| LaMa#Param=51M, Training images=4.5M2022.03 | 0.99 | 22.79 | 40.58 | |
| MAT (Ours)#Param=62M, Training images=1.8M2022.03 | 1.07 | 27.42 | 41.93 | |
| CoModGAN#Param=109M, Training images=8M2022.03 | 1.1 | 26.95 | 41.88 | |
| MAT (Ours)†#Param=62M, Training images=8M2022.03 | 1.96 | 23.42 | 38.34 | |
| MADF#Param=85M2022.03 | 2.24 | 14.85 | 35.03 | |
| MAT (Ours)#Param=62M, Training images=1.8M2022.03 | 2.9 | 19.03 | 35.36 | |
| CoModGAN#Param=109M, Training images=8M2022.03 | 2.92 | 19.64 | 35.78 | |
| LaMa#Param=51M, Training images=4.5M2022.03 | 2.97 | 13.09 | 32.29 | |
| DeepFill v2#Param=4M2022.03 | 3.02 | 9.17 | 33.56 | |
| AOT GAN#Param=15M2022.03 | 3.19 | 8.07 | 30.94 | |
| EdgeConnect#Param=22M2022.03 | 4.03 | 5.88 | 27.56 | |
| MADF#Param=85M2022.03 | 7.53 | 6 | 23.78 | |
| HFill#Param=3M2022.03 | 7.94 | 3.98 | 23.6 | |
| DeepFill v2#Param=4M2022.03 | 9.27 | 4.01 | 21.32 | |
| AOT GAN#Param=15M2022.03 | 10.64 | 3.07 | 19.92 | |
| EdgeConnect#Param=22M2022.03 | 12.66 | 1.93 | 15.87 | |
| HFill#Param=3M2022.03 | 28.92 | 1.24 | 11.24 |