Panoramic Semantic Segmentation on SynPASS full 22 classes (val)
48.85mIoU (Cloudy)Trans4PASS+
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Trans4PASS+Variant=Small2022.07 | 48.85 | 44.64 | 45.13 | 48.29 | 46.49 | 37.33 | 46.61 | |
| Trans4PASS+Variant=Tiny2022.07 | 47.85 | 43.38 | 43.4 | 46.83 | 45.99 | 36.46 | 45.17 | |
| Trans4PASSVariant=Tiny2022.07 | 46.9 | 41.97 | 41.61 | 45.52 | 44.48 | 34.73 | 43.68 | |
| Trans4PASSVariant=Small2022.07 | 46.74 | 43.49 | 43.39 | 45.94 | 45.52 | 37.03 | 44.8 | |
| SegFormerVariant=B22022.07 | 46.07 | 40.99 | 40.1 | 44.35 | 44.08 | 33.99 | 42.49 | |
| SegFormerVariant=B12022.07 | 45.34 | 41.43 | 40.33 | 44.36 | 42.97 | 33.15 | 42.68 | |
| HRNetVariant=W18Small2022.07 | 42.92 | 37.94 | 37.37 | 41.45 | 39.19 | 32.22 | 39.8 | |
| PVTVariant=Small2022.07 | 40.75 | 36.14 | 34.29 | 40.14 | 37.92 | 28.8 | 37.47 | |
| PVTVariant=Tiny2022.07 | 39.92 | 34.99 | 34.01 | 39.84 | 36.71 | 27.36 | 36.83 | |
| DeepLabv3+Backbone=MobileNetV22022.07 | 38.94 | 35.19 | 35.43 | 37.73 | 36.01 | 30.55 | 36.72 | |
| Fast-SCNNArchitecture=CNN2022.07 | 30.84 | 22.68 | 26.16 | 27.19 | 29.68 | 24.75 | 26.31 |