Semantic Segmentation on K3I-Material (test)
36.2IoU (other)BCAF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BCAFModality=RGB+HSI-3, Origin Res=4096, Input Res=10242026.03 | 36.2 | 90.9 | 80.8 | 41.4 | 62.3 | |
| Logit FusionModality=RGB+HSI-3, Origin Res=4096, Input Res=10242026.03 | 33.9 | 89.7 | 78.1 | 29.9 | 57.9 | |
| Swin-TModality=RGB, Origin Res=4096, Input Res=10242026.03 | 33.8 | 85.3 | 61.5 | 33.4 | 53.5 | |
| Swin-TModality=RGB, Origin Res=4096, Input Res=20482026.03 | 33.7 | 87.8 | 70.1 | 38.6 | 57.6 | |
| Swin-TModality=RGB, Origin Res=4096, Input Res=5122026.03 | 27.2 | 80.2 | 51.5 | 23.8 | 45.7 | |
| Swin-TModality=RGB, Origin Res=256, Input Res=20482026.03 | 27.1 | 80.7 | 51.5 | 15.5 | 43.7 | |
| Swin-TModality=RGB, Origin Res=256, Input Res=5122026.03 | 25.4 | 80.2 | 50.9 | 16.3 | 43.3 | |
| Swin-TModality=RGB, Origin Res=256, Input Res=10242026.03 | 24.6 | 81.2 | 53.4 | 18.6 | 44.4 | |
| Adapted Swin-TModality=HSI-52026.03 | 21.4 | 82.4 | 73.4 | 19.8 | 49.2 | |
| Adapted Swin-TModality=HSI-72026.03 | 19.9 | 79.5 | 71.8 | 18 | 47.3 | |
| Adapted Swin-TModality=HSI-32026.03 | 18.2 | 82.5 | 73.3 | 26.3 | 50.1 | |
| Adapted Swin-TModality=HSI-102026.03 | 16.1 | 79.5 | 70.2 | 15.8 | 45.4 | |
| Swin-TModality=RGB, Origin Res=256, Input Res=2562026.03 | 15.7 | 76.5 | 44.7 | 7.1 | 36 | |
| Adapted Swin-TModality=HSI-12026.03 | 10.1 | 83.9 | 72.7 | 28.9 | 48.9 |