Image Inpainting on Places2 (evaluation)
0.55L1 ErrorEdgeConnect
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EdgeConnectMask=1-10%2021.04 | 0.55 | 33.98 | 97.4 | 0.25 | |
| AOT-GANMask=1-10%2021.04 | 0.55 | 34.79 | 97.6 | 0.2 | |
| GatedConvMask=1-10%2021.04 | 0.66 | 32.95 | 97 | 0.21 | |
| HiFillMask=1-10%2021.04 | 0.67 | 30.97 | 96.3 | 0.53 | |
| PConvMask=1-10%2021.04 | 0.68 | 34.04 | 97.1 | 0.36 | |
| PEN-NetMask=1-10%2021.04 | 0.69 | 32.73 | 96.7 | 0.42 | |
| CAMask=1-10%2021.04 | 0.89 | 31.07 | 96.1 | 1.3 | |
| AOT-GANMask=10-20%2021.04 | 1.19 | 29.49 | 94 | 0.61 | |
| PConvMask=10-20%2021.04 | 1.28 | 28.75 | 92.8 | 1.85 | |
| EdgeConnectMask=10-20%2021.04 | 1.28 | 28.53 | 93.1 | 0.97 | |
| GatedConvMask=10-20%2021.04 | 1.55 | 27.05 | 92.1 | 0.85 | |
| PEN-NetMask=10-20%2021.04 | 1.58 | 27.17 | 91.7 | 2.14 | |
| HiFillMask=10-20%2021.04 | 1.81 | 25.36 | 90.5 | 2.52 | |
| CAMask=10-20%2021.04 | 2.07 | 25.81 | 90.6 | 6.33 | |
| AOT-GANMask=20-30%2021.04 | 2.11 | 26.03 | 89 | 1.57 | |
| PConvMask=20-30%2021.04 | 2.42 | 25.59 | 87.5 | 5.83 | |
| EdgeConnectMask=20-30%2021.04 | 2.42 | 25.22 | 87.6 | 2.83 | |
| PEN-NetMask=20-30%2021.04 | 2.72 | 24.18 | 85.6 | 6.66 | |
| GatedConvMask=20-30%2021.04 | 2.73 | 23.81 | 86 | 2.4 | |
| AOT-GANMask=30-40%2021.04 | 3.2 | 23.58 | 83.5 | 3.38 | |
| HiFillMask=20-30%2021.04 | 3.31 | 22.35 | 83.5 | 7.6 | |
| PConvMask=30-40%2021.04 | 3.43 | 23.4 | 82 | 12.96 | |
| EdgeConnectMask=30-40%2021.04 | 3.47 | 22.88 | 81.6 | 6.52 | |
| CAMask=20-30%2021.04 | 3.54 | 22.93 | 84.4 | 17.36 | |
| PEN-NetMask=30-40%2021.04 | 3.97 | 22.19 | 79.5 | 14.46 | |
| GatedConvMask=30-40%2021.04 | 4.08 | 21.55 | 79.6 | 5.33 | |
| AOT-GANMask=40-50%2021.04 | 4.51 | 21.65 | 77.3 | 6.89 | |
| PConvMask=40-50%2021.04 | 4.62 | 21.56 | 76.2 | 24.63 | |
| EdgeConnectMask=40-50%2021.04 | 4.92 | 21 | 75.1 | 13.44 | |
| HiFillMask=30-40%2021.04 | 5.02 | 20.21 | 76.2 | 17.18 | |
| CAMask=30-40%2021.04 | 5.19 | 20.89 | 78.3 | 34.26 | |
| PEN-NetMask=40-50%2021.04 | 5.4 | 20.6 | 73.3 | 27.04 | |
| GatedConvMask=40-50%2021.04 | 5.68 | 19.75 | 72.7 | 10.66 | |
| CAMask=40-50%2021.04 | 7.07 | 19.23 | 72 | 56.89 | |
| AOT-GANMask=50-60%2021.04 | 7.07 | 19.01 | 68.2 | 20.2 | |
| HiFillMask=40-50%2021.04 | 7.12 | 18.35 | 68 | 36.23 | |
| PConvMask=50-60%2021.04 | 7.74 | 18.75 | 67.7 | 47.09 | |
| PEN-NetMask=50-60%2021.04 | 7.76 | 18.62 | 66.4 | 45.27 | |
| EdgeConnectMask=50-60%2021.04 | 7.83 | 18.22 | 66 | 33.82 | |
| GatedConvMask=50-60%2021.04 | 8.09 | 16.94 | 62.6 | 32.9 | |
| CAMask=50-60%2021.04 | 10.11 | 17.1 | 64.8 | 82.67 | |
| HiFillMask=50-60%2021.04 | 10.47 | 16.07 | 58.8 | 72.03 |