Part Semantic Segmentation on Pascal-Part-58 (test)
92.7BGR Part IoUGMNet
Evaluation results
| Method | Links | |||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GMNetbackbone=ResNet-1012020.07 | 92.7 | 46.7 | 66.4 | 52 | 70 | 55.7 | 71.1 | 52.2 | 63.2 | 51.4 | 54.8 | 51.3 | 59.6 | 64.4 | 73.9 | 56.2 | 56.2 | 53.6 | 56.1 | 85 | 65.6 | 59 | 61.8 | |
| BSANetbackbone=ResNet-1012020.07 | 91.6 | 50 | 65.7 | 54.8 | 60.2 | 49.2 | 70.1 | 53.5 | 63.8 | 36.5 | 52.8 | 43.7 | 58.3 | 66 | 71.6 | 58.4 | 55 | 49.6 | 43.1 | 82.2 | 61.4 | 58.2 | 58.9 | |
| Baselinebackbone=ResNet-101, architecture=DeepLab-v32020.07 | 91.1 | 45.7 | 63.2 | 49 | 54.4 | 49.8 | 67.6 | 49.2 | 59.8 | 35.4 | 47.6 | 43 | 54.4 | 62 | 68 | 55 | 48.9 | 45.9 | 43.2 | 79.6 | 57.7 | 54.4 | 55.7 | |
| DeepLab2020.07 | 89.8 | 40.7 | 58.1 | 43.8 | 53.9 | 44.5 | 62.1 | 45.1 | 52.3 | 36.6 | 41.9 | 38.7 | 49.5 | 53.9 | 66.1 | 49 | 45.3 | 45.3 | 40.5 | 76.8 | 56.5 | 49.9 | 51.9 | |
| FCN2020.07 | 87 | 33.9 | 51.5 | 37.7 | 47 | 45.3 | 50.8 | 39.1 | 45.2 | 29.4 | 31.2 | 32.5 | 42.4 | 42.2 | 58.2 | 40.3 | 38.3 | 43.4 | 35.7 | 66.7 | 44.2 | 42.3 | 44.9 | |
| SegNet2020.07 | 85.4 | 13.7 | 40.7 | 11.3 | 21.7 | 10.7 | 36.7 | 26.3 | 28.5 | 16.6 | 8.9 | 16.6 | 24.2 | 18.8 | 44.7 | 35.4 | 16.1 | 17.3 | 15.7 | 41.3 | 26.1 | 24.4 | 26.5 |