Object Detection on Cityscapes-to-Cityscapes-C short-term
9.2Defocus PerformanceWHW
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| WHWCondition=WHW2024.06 | 9.2 | 9.3 | 12.2 | 1.9 | 0.8 | 14.9 | 44.6 | 48.9 | 10.5 | 51.9 | 20 | 15.3 | 20 | 4.9 | 4.1 | |
| AMRODCondition=Ours, dynamic skipping=true2024.06 | 8.7 | 11.7 | 12.4 | 3.6 | 1.5 | 13.5 | 43.2 | 47.3 | 18.4 | 47 | 24.8 | 17.2 | 20.8 | 5.7 | 4.7 | |
| AMRODCondition=Ours-unstop, dynamic skipping=false2024.06 | 8.6 | 12.1 | 11.7 | 3.6 | 1.5 | 16.7 | 44.7 | 48.1 | 16.7 | 47.4 | 22.5 | 13.9 | 20.6 | 5.5 | 6 | |
| MemCLRCondition=MemCLR2024.06 | 8.5 | 10.4 | 10.6 | 2.7 | 1.1 | 12.2 | 41.4 | 41.6 | 16.4 | 43.1 | 15.4 | 12.7 | 18 | 2.9 | 6 | |
| IRGCondition=IRG2024.06 | 8 | 11 | 9.3 | 3.4 | 1.2 | 13 | 37.9 | 41.3 | 15.9 | 38.9 | 16.9 | 13.4 | 17.5 | 2.4 | 6 | |
| CoTTACondition=CoTTA2024.06 | 7.8 | 9 | 8.9 | 1.8 | 0.3 | 7.1 | 38.4 | 31.1 | 8.6 | 49.6 | 16.2 | 13.1 | 16 | 0.9 | 6 | |
| SVDPCondition=SVDP2024.06 | 7.7 | 10.1 | 9.7 | 2.3 | 0.7 | 13 | 42.4 | 45.2 | 15.4 | 47.2 | 21.2 | 14.8 | 19.1 | 4 | 6 | |
| SourceCondition=Source2024.06 | 6.8 | 8.1 | 8 | 1.5 | 0.2 | 6.8 | 34.6 | 30.7 | 3 | 50.2 | 17.6 | 13.5 | 15.1 | — | — | |
| TentCondition=Tent2024.06 | 6.8 | 7.8 | 7.7 | 1.3 | 0.2 | 6.1 | 33.1 | 28 | 2.2 | 51.1 | 14.8 | 11 | 14.2 | -0.9 | 6 |