Part Semantic Segmentation on Pascal-Part 108 (test)
92.7Background IoUGMNet
Evaluation results
| Method | Links | |||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GMNet2020.07 | 92.7 | 48 | 46.2 | 39.3 | 69.2 | 56 | 37 | 45.3 | 52.6 | 49.1 | 50.6 | 50.6 | 52 | 51.5 | 24.8 | 52.6 | 56 | 40.1 | 53.9 | 21.6 | 70.7 | 45.8 | 50.5 | |
| BSANetre-trained on Pascal-Part-108=true2020.07 | 91.6 | 45.3 | 40.9 | 41 | 61.4 | 48.9 | 32.2 | 43.3 | 50.7 | 34.1 | 39.4 | 45.9 | 52.1 | 50 | 23.1 | 52.4 | 50.6 | 37.8 | 44.5 | 20.7 | 66.3 | 42.9 | 46.3 | |
| Baseline2020.07 | 90.9 | 41.9 | 44.5 | 35.3 | 53.7 | 47 | 34.1 | 42.3 | 49.2 | 35.4 | 39.8 | 33 | 48.2 | 48.8 | 23.2 | 50.4 | 43.6 | 35.4 | 39.2 | 20.7 | 60.8 | 41.3 | 43.7 | |
| Deeplab2020.07 | 90.2 | 38.3 | 35.4 | 29.4 | 57 | 41.5 | 27 | 40.1 | 45.5 | 36.6 | 33.3 | 35.2 | 41.1 | 48.8 | 19.5 | 40.6 | 46 | 23.7 | 40.8 | 17.5 | 70 | 35.7 | 40.8 | |
| FCN2020.07 | 86.8 | 30.3 | 35.6 | 23.6 | 47.5 | 44.5 | 21.3 | 34.5 | 35.8 | 26.6 | 20.3 | 24.4 | 37.7 | 29.8 | 14.2 | 35.6 | 34.4 | 28.9 | 34 | 18.1 | 45.6 | 31.6 | 33.8 | |
| SegNet2020.07 | 85.3 | 11.2 | 32.4 | 6.3 | 21.4 | 10.3 | 27.9 | 22.6 | 22.8 | 17 | 6.3 | 12.5 | 21.1 | 14.9 | 12.2 | 32.2 | 13.8 | 12.6 | 15.2 | 11.3 | 27.5 | 18.6 | 20.8 |