Panoptic Segmentation on Foggy Cityscapes (val)
55.1mPQEDAPS-MITB2
Evaluation results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EDAPS-MITB2#Params=47.6 M, Backbone=MiT-B22023.04 | 55.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| UniDAformerArchitecture=Unified panoptic segmentation [4]2022.06 | 37.6 | 93.9 | 53.1 | 63.9 | 8.7 | 14 | 3.8 | 10 | 26 | 53.5 | 49.6 | 38 | 35.4 | 57.5 | 44.2 | 28.9 | 29.8 | 72.9 | 49.5 | |
| UniDAPS#Params=58.7 M2023.04 | 37.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CVRNArchitecture=Unified panoptic segmentation [4]2022.06 | 35.7 | 93.6 | 52.3 | 65.3 | 3.5 | 15.9 | 5.2 | 7.4 | 22.3 | 57.8 | 48.7 | 32.9 | 30.9 | 49.6 | 38.9 | 18 | 25.2 | 72.7 | 46.7 | |
| SVMinArchitecture=Unified panoptic segmentation [4]2022.06 | 34.8 | 93.4 | 53.4 | 62.2 | 12.3 | 15.5 | 7 | 8.5 | 18 | 54.3 | 57.1 | 31.2 | 29.6 | 45.2 | 35.6 | 11.5 | 22.7 | 72.4 | 45.5 | |
| CRSTArchitecture=Unified panoptic segmentation [4]2022.06 | 34.1 | 91.8 | 49.7 | 66.1 | 6.4 | 14.5 | 5.2 | 8.6 | 21.5 | 56.3 | 50.7 | 30.5 | 30.7 | 46.3 | 34.2 | 11.7 | 22.1 | 72.2 | 44.9 | |
| AdvEntArchitecture=Unified panoptic segmentation [4]2022.06 | 33.3 | 93.8 | 52.7 | 56.3 | 5.7 | 13.5 | 10 | 10.9 | 27.7 | 40.7 | 57.9 | 27.8 | 29.4 | 44.7 | 28.6 | 11.6 | 20.8 | 72.3 | 43.7 | |
| FDAArchitecture=Unified panoptic segmentation [4]2022.06 | 33 | 93.8 | 53.1 | 62.2 | 8.2 | 13.4 | 7.3 | 7.6 | 28.9 | 50.8 | 49.7 | 25 | 22.6 | 42.9 | 36.3 | 10.3 | 15.2 | 71.4 | 43.5 | |
| DAFArchitecture=Unified panoptic segmentation [4]2022.06 | 31.8 | 94 | 54.5 | 57.7 | 6.7 | 10 | 7 | 6.6 | 25.5 | 44.6 | 59.1 | 26.7 | 16.7 | 42.2 | 36.6 | 4.5 | 16.9 | 70.6 | 41.7 | |
| BaselineArchitecture=Unified panoptic segmentation [4]2022.06 | 29.2 | 92.5 | 48.9 | 60.6 | 6 | 10.7 | 5.3 | 9.9 | 23.6 | 49.7 | 55.6 | 22.3 | 15.4 | 38.5 | 23.7 | 1.6 | 2.8 | 70 | 38.6 |