Semantic Segmentation on K3I-Plastic
77.8IoU (No Plastic)BCAF
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| BCAFBackbone=BCAF, Modality=RGB+HSI-7, Origin Res=4096, Input Res=10242026.03 | 77.8 | 39.8 | 39.9 | 71.9 | 63.7 | 67 | 75.9 | 93.8 | 66.2 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-52026.03 | 69.7 | 31.9 | 46.7 | 65.6 | 61.3 | 63.6 | 73.8 | 79.6 | 61.5 | |
| Logit FusionBackbone=Logit Fusion, Modality=RGB+HSI-7, Origin Res=4096, Input Res=10242026.03 | 69.7 | 31.6 | 45.6 | 65.6 | 46.8 | 63.5 | 55.3 | 85.8 | 58 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-72026.03 | 69.5 | 35.8 | 56.6 | 68 | 65 | 62.9 | 74.9 | 82.6 | 64.4 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-102026.03 | 68.4 | 36.9 | 54 | 66.3 | 65.8 | 63.6 | 74.3 | 85.1 | 64.3 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-32026.03 | 68.2 | 34.1 | 47 | 65.5 | 67.3 | 60.8 | 71 | 85.3 | 62.4 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-12026.03 | 65 | 31.3 | 26.6 | 41.2 | 26.6 | 36.9 | 50.6 | 71.6 | 43.7 | |
| Swin-TBackbone=Swin-T, Modality=RGB, Origin Res=4096, Input Res=20482026.03 | 63.2 | 27.6 | 15 | 47.1 | 11.5 | 32 | 28.6 | 90.5 | 39.4 | |
| Swin-TBackbone=Swin-T, Modality=RGB, Origin Res=4096, Input Res=10242026.03 | 56.3 | 26.4 | 19.8 | 46.3 | 9.7 | 32.6 | 30.8 | 82.2 | 38 | |
| Swin-TBackbone=Swin-T, Modality=RGB, Origin Res=256, Input Res=20482026.03 | 52.4 | 25.8 | 14.1 | 41.6 | 9.5 | 25.3 | 23.1 | 54.5 | 30.8 | |
| Swin-TBackbone=Swin-T, Modality=RGB, Origin Res=256, Input Res=10242026.03 | 51.5 | 24.5 | 16.3 | 40.6 | 9 | 25.8 | 22.3 | 62.6 | 31.6 | |
| Swin-TBackbone=Swin-T, Modality=RGB, Origin Res=4096, Input Res=5122026.03 | 49.7 | 25.6 | 18.5 | 41.6 | 13.2 | 24.2 | 23.3 | 68.5 | 33.1 | |
| Swin-TBackbone=Swin-T, Modality=RGB, Origin Res=256, Input Res=5122026.03 | 44.3 | 20.5 | 17.3 | 41.2 | 4.4 | 20.3 | 19.1 | 52 | 27.4 | |
| Swin-TBackbone=Swin-T, Modality=RGB, Origin Res=256, Input Res=2562026.03 | 41.4 | 22.9 | 13.8 | 33.4 | 6.7 | 18.1 | 19.1 | 55.5 | 26.3 |