Panoramic Semantic Segmentation on Cityscapes-to-DensePASS (test)
56.81mIoUDATR
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DATRSource-free=false2024.03 | 56.81 | 54.62 | 29.5 | 80.03 | 67.35 | 63.75 | 87.67 | 67.57 | 37.1 | — | |
| DPPASSSource-free=false2024.03 | 55.3 | 52.09 | 29.4 | 79.19 | 58.73 | 47.24 | 86.48 | 66.6 | 38.11 | — | |
| Trans4PASS-SSource-free=false, Variant=S2024.03 | 55.22 | 48.85 | 23.36 | 81.02 | 67.31 | 69.53 | 86.13 | 60.85 | 39.09 | — | |
| DAFormerSource-free=false2024.03 | 54.67 | 49.69 | 25.15 | 77.7 | 63.06 | 65.61 | 86.68 | 65.12 | 48.13 | — | |
| Trans4PASS-TSource-free=false, Variant=T2024.03 | 53.18 | 48.54 | 16.91 | 79.58 | 65.33 | 55.76 | 84.63 | 59.05 | 37.61 | — | |
| 360SFUDASource-free=true, Backbone=seg-b22024.03 | 50.12 | 49.92 | 27.22 | 76.22 | 47.81 | 64.13 | 79.47 | 56.83 | 35.76 | 11.47 | |
| 360SFUDASource-free=true, Backbone=seg-b12024.03 | 48.78 | 45.36 | 15.83 | 75.7 | 49.16 | 55.68 | 82.07 | 54.82 | 33.76 | 10.13 | |
| DTACSource-free=true, Backbone=seg-b12024.03 | 43.06 | 43.51 | 8.35 | 70.1 | 35.79 | 40.73 | 70.52 | 49.49 | 32.94 | 4.41 | |
| SFDASource-free=true, Backbone=seg-b12024.03 | 42.7 | 41.65 | 8.46 | 69.97 | 47.48 | 33.24 | 72.01 | 47.61 | 32.77 | 4.05 | |
| SourceSource-free=true, Backbone=seg-b12024.03 | 38.65 | 40.93 | 10.89 | 67.67 | 36.86 | 15.56 | 26.43 | 42.68 | 27.16 | — |