Semantic Segmentation on SynPASS-to-DensePASS (S-to-D) target 1.0 (test)
42.18mIoU360SFUDA
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 360SFUDASF=true, Backbone=seg-b22024.03 | 42.18 | 69.99 | 32.28 | 81.34 | 10.62 | 24.35 | 24.29 | 9.19 | 3.63 | 71.28 | 30.04 | 88.75 | 37.49 | 65.05 | 6.37 | |
| 360SFUDASF=true, Backbone=seg-b12024.03 | 41.78 | 70.17 | 33.24 | 81.66 | 13.06 | 23.4 | 23.37 | 7.63 | 3.59 | 71.04 | 25.46 | 89.33 | 36.6 | 64.6 | 5.97 | |
| PVT MPASF=false, Backbone=PVT2024.03 | 40.9 | 70.78 | 42.47 | 82.13 | 22.79 | 10.74 | 13.54 | 1.27 | 0.3 | 71.15 | 33.03 | 89.69 | 29.07 | 64.73 | — | |
| PVT SSLSF=false, Backbone=PVT2024.03 | 38.74 | 55.39 | 36.87 | 80.84 | 19.72 | 15.18 | 8.04 | 5.39 | 2.17 | 72.91 | 32.01 | 90.81 | 26.76 | 57.4 | — | |
| DATCSF=true, Backbone=seg-b12024.03 | 38.54 | 69.48 | 26.96 | 80.68 | 11.64 | 15.24 | 20.1 | 9.33 | 0.55 | 66.11 | 24.31 | 85.16 | 30.9 | 60.58 | 2.73 | |
| HCLSF=true, Backbone=seg-b12024.03 | 38.38 | 68.82 | 30.41 | 80.37 | 5.88 | 20.18 | 20.1 | 4.23 | 2.11 | 70.5 | 24.74 | 89.89 | 22.65 | 59.04 | 2.57 | |
| SFDASF=true, Backbone=seg-b12024.03 | 38.21 | 68.78 | 30.71 | 80.37 | 5.26 | 18.95 | 20.9 | 5.25 | 2.36 | 70.19 | 23.3 | 90.2 | 22.55 | 57.9 | 2.4 | |
| SimtSF=true, Backbone=seg-b12024.03 | 37.94 | 68.47 | 29.51 | 79.62 | 6.78 | 19.2 | 19.48 | 2.31 | 1.33 | 68.85 | 26.55 | 89.3 | 22.35 | 59.49 | 2.13 | |
| ProDASF=true, Backbone=seg-b12024.03 | 37.37 | 68.93 | 30.88 | 80.07 | 4.17 | 18.6 | 19.72 | 1.77 | 1.56 | 70.05 | 22.73 | 90.6 | 19.71 | 57.04 | 2.73 | |
| GTASF=true, Backbone=seg-b12024.03 | 36 | 64.61 | 20.04 | 79.04 | 8.06 | 15.36 | 19.86 | 6.02 | 2.13 | 65.77 | 17.75 | 84.56 | 26.71 | 58.13 | 0.19 | |
| SourceSF=true, Backbone=seg-b12024.03 | 35.81 | 63.36 | 24.09 | 80.13 | 15.68 | 13.39 | 16.26 | 7.42 | 0.09 | 62.45 | 20.2 | 86.05 | 23.02 | 53.37 | — |