Panoptic Segmentation on SYNTHIA to Mapillary
77.5RoadEDAPS
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EDAPS2023.04 | 77.5 | 25.3 | 59.9 | 14.9 | 0 | 27.5 | 33.1 | 37.1 | — | 72.6 | 92.2 | 32.9 | 16.4 | 47.5 | 13.9 | 3.7 | 71.7 | 46.1 | 36.6 | |
| FDAadaptation=domain adaptive2021.03 | 44.1 | 7.1 | 26.6 | 1.3 | 0 | 3.2 | 0.2 | 5.5 | 45.2 | 61.3 | 30.1 | 13.9 | 39.4 | 12.1 | 8.5 | 7 | 63.8 | 26.1 | 19.1 | |
| FDA2023.04 | 44.1 | 7.1 | 26.6 | 1.3 | 0 | 3.2 | 0.2 | 5.5 | — | 45.2 | 61.3 | 30.1 | 13.9 | 39.4 | 8.5 | 7 | 63.8 | 26.1 | 19.1 | |
| CRSTadaptation=domain adaptive2021.03 | 36 | 6.4 | 29.1 | 0.2 | 0 | 2.8 | 0.5 | 4.6 | 47.7 | 68.9 | 28.3 | 13 | 42.4 | 13.6 | 5.1 | 2 | 63.9 | 25.2 | 18.8 | |
| CRST2023.04 | 36 | 6.4 | 29.1 | 0.2 | 0 | 2.8 | 0.5 | 4.6 | — | 47.7 | 68.9 | 28.3 | 13 | 42.4 | 5.1 | 2 | 63.9 | 25.2 | 18.8 | |
| CVRNadaptation=domain adaptive2021.03 | 33.4 | 7.4 | 32.9 | 1.6 | 0 | 4.3 | 0.4 | 6.5 | 50.8 | 76.8 | 30.6 | 15.2 | 44.8 | 18.8 | 7.9 | 9.5 | 65.3 | 28.1 | 21.3 | |
| CVRN2023.04 | 33.4 | 7.4 | 32.9 | 1.6 | 0 | 4.3 | 0.4 | 6.5 | — | 50.8 | 76.8 | 30.6 | 15.2 | 44.8 | 7.9 | 9.5 | 65.3 | 28.1 | 21.3 | |
| AdvEntadaptation=domain adaptive2021.03 | 27.7 | 6.1 | 28.1 | 0.3 | 0 | 3.4 | 1.6 | 5.2 | 48.1 | 66.5 | 28.4 | 13.4 | 40.5 | 14.6 | 5.2 | 3.3 | 63.6 | 24.7 | 18.3 | |
| AdvEnt2023.04 | 27.7 | 6.1 | 28.1 | 0.3 | 0 | 3.4 | 1.6 | 5.2 | — | 48.1 | 66.5 | 28.4 | 13.4 | 40.5 | 5.2 | 3.3 | 63.6 | 24.7 | 18.3 | |
| Source onlyadaptation=none2021.03 | 22.1 | 5.5 | 34.5 | 0.2 | 0 | 2.8 | 0 | 1.5 | 40.3 | 79.5 | 18.9 | 9.2 | 35.6 | 3.9 | 0.9 | 0.5 | 59.4 | 21.3 | 16 |