Semantic Segmentation on Cityscapes (val) (Specific Per-Class IoU Set)
87.8Road IoUProDA
Evaluation results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ProDA2021.01 | 87.8 | 45.7 | 84.6 | 37.1 | 0.6 | 44 | 54.6 | 37 | 88.1 | 84.4 | 74.2 | 24.3 | 88.2 | 51.1 | 40.5 | 45.6 | 55.5 | 20.6 | 62 | 21.7 | |
| Seg-Uncertainty2021.01 | 87.6 | 41.9 | 83.1 | 14.7 | 1.7 | 36.2 | 31.3 | 19.9 | 81.6 | 80.6 | 63 | 21.8 | 86.2 | 40.7 | 23.6 | 53.1 | 47.9 | 13 | 54.9 | 14.6 | |
| APODA2021.01 | 86.4 | 41.3 | 79.3 | — | — | — | 22.6 | 17.3 | 80.3 | 81.6 | 56.9 | 21 | 84.1 | 49.1 | 24.6 | 45.7 | 53.1 | 12.8 | — | — | |
| BDL2021.01 | 86 | 46.7 | 80.3 | — | — | — | 14.1 | 11.6 | 79.2 | 81.3 | 54.1 | 27.9 | 73.7 | 42.2 | 25.7 | 45.3 | 51.4 | 11.1 | — | — | |
| ADVENT2021.01 | 85.6 | 42.2 | 79.7 | 8.7 | 0.4 | 25.9 | 5.4 | 8.1 | 80.4 | 84.1 | 57.9 | 23.8 | 73.3 | 36.4 | 14.2 | 33 | 41.2 | 6.3 | 48 | 7.7 | |
| CAG_UDA2021.01 | 84.7 | 40.8 | 81.7 | 7.8 | 0 | 35.1 | 13.3 | 22.7 | 84.5 | 77.6 | 64.2 | 27.8 | 80.9 | 19.7 | 22.7 | 48.3 | 44.5 | 9.6 | 51.5 | 11.2 | |
| FADA2021.01 | 84.5 | 40.1 | 83.1 | 4.8 | 0 | 34.3 | 20.1 | 27.2 | 84.8 | 84 | 53.5 | 22.6 | 85.4 | 43.7 | 26.8 | 27.8 | 45.2 | 10.3 | 52.5 | 12.2 | |
| PatchAlign2021.01 | 82.4 | 38 | 78.6 | 8.7 | 0.6 | 26 | 3.9 | 11.1 | 75.5 | 84.6 | 53.5 | 21.6 | 71.4 | 32.6 | 19.3 | 31.7 | 40 | 5.1 | 46.5 | 6.2 | |
| CLAN2021.01 | 81.3 | 37 | 80.1 | — | — | — | 16.1 | 13.7 | 78.2 | 81.5 | 53.4 | 21.2 | 73 | 32.9 | 22.6 | 30.7 | 47.8 | 7.5 | — | — | |
| AdaptSeg2021.01 | 79.2 | 37.2 | 78.8 | — | — | — | 9.9 | 10.5 | 78.2 | 80.5 | 53.5 | 19.6 | 67 | 29.5 | 21.6 | 31.3 | 45.9 | 5.6 | — | — | |
| CBST2021.01 | 68 | 29.9 | 76.3 | 10.8 | 1.4 | 33.9 | 22.8 | 29.5 | 77.6 | 78.3 | 60.6 | 28.3 | 81.6 | 23.5 | 18.8 | 39.8 | 42.6 | 7.7 | 48.9 | 8.6 | |
| MRKLD2021.01 | 67.7 | 32.2 | 73.9 | 10.7 | 1.6 | 37.4 | 22.2 | 31.2 | 80.8 | 80.5 | 60.8 | 29.1 | 82.8 | 25 | 19.4 | 45.3 | 43.8 | 8.9 | 50.1 | 9.8 | |
| Source2021.01 | 64.3 | 21.3 | 73.1 | 2.4 | 1.1 | 31.4 | 7 | 27.7 | 63.1 | 67.6 | 42.2 | 19.9 | 73.1 | 15.3 | 10.5 | 38.9 | 34.9 | 0 | 40.3 | 0 |