Semantic Segmentation on SpectralWaste
80.3IoU (Film)BCAF
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| BCAFBackbone=BCAF, Modality=RGB-512 + HSI-52026.03 | 80.3 | 84.7 | 90.1 | 47.2 | 76.9 | 73.2 | 75.4 | 54.9 | 101.296 | 119.007 | |
| BCAFBackbone=BCAF, Modality=RGB-1024 + HSI-12026.03 | 78.8 | 84.6 | 87.7 | 50 | 80.9 | 72.3 | 75.7 | 39.4 | 88.055 | 210.964 | |
| BCAFBackbone=BCAF, Modality=RGB-256 + HSI-52026.03 | 78.3 | 80.1 | 88.2 | 40 | 70.3 | 69.7 | 71.1 | 54.4 | 101.296 | 78.284 | |
| Swin-TBackbone=Swin-T, Modality=RGB-5122026.03 | 78.2 | 81.4 | 79.2 | 45 | 71.4 | 71.6 | 71.1 | 134.6 | 32.176 | 35.571 | |
| BCAFBackbone=BCAF, Modality=RGB-1024 + HSI-52026.03 | 78.1 | 85 | 90.8 | 50 | 80.4 | 73.8 | 76.4 | 31.4 | 101.296 | 282.176 | |
| SegFormer (MiT-B2)Backbone=MiT-B2, Modality=RGB-2562026.03 | 76.9 | 81.1 | 72.2 | 39.8 | 67.8 | 67.5 | 67.6 | 134.4 | 41.866 | 13.817 | |
| Logit FusionBackbone=Logit Fusion, Modality=RGB-1024 + HSI-52026.03 | 76.5 | 82.2 | 83.9 | 47.2 | 74.9 | 70.9 | 72.6 | 38.8 | 77.593 | 209.797 | |
| SegFormer (MiT-B2)Backbone=MiT-B2, Modality=RGB-10242026.03 | 76.4 | 81.1 | 64.4 | 46.7 | 78.5 | 66.6 | 69 | 30.6 | 41.866 | 279.458 | |
| Swin-TBackbone=Swin-T, Modality=RGB-2562026.03 | 76.1 | 77.9 | 76.1 | 38.1 | 59.2 | 67.4 | 65.8 | 141 | 32.176 | 9.862 | |
| Swin-TBackbone=Swin-T, Modality=RGB-10242026.03 | 75.3 | 82.9 | 78.4 | 45.4 | 77.5 | 70.2 | 71.6 | 60.4 | 32.176 | 138.683 | |
| SegFormer (MiT-B0)Backbone=MiT-B0, Modality=RGB-2562026.03 | 74.8 | 76.3 | 76.7 | 31 | 52 | 62 | 62.1 | 226.3 | 7.739 | 2.983 | |
| SegFormer (MiT-B0)Backbone=MiT-B0, Modality=RGB-10242026.03 | 70.1 | 80 | 73.8 | 43 | 74.2 | 60.5 | 66.9 | 77.1 | 7.739 | 63.325 | |
| Swin-TBackbone=Swin-T, Modality=RGB-20482026.03 | 69.1 | 82.7 | 69.2 | 46.6 | 76.4 | 66.2 | 68.4 | 15 | 32.176 | 546.316 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-32026.03 | 68.3 | 66.9 | 86.8 | 24.5 | 55.7 | 56.1 | 59.7 | 114.1 | 45.459 | 34.158 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-52026.03 | 68.2 | 67.6 | 86.4 | 23.8 | 56.4 | 59.6 | 60.3 | 118.8 | 45.417 | 54.343 | |
| Swin-TBackbone=Swin-T, Modality=HSI-12026.03 | 67.4 | 71.5 | 84.9 | 26.8 | 56.9 | 57.7 | 60.9 | 141 | 32.176 | 9.906 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-102026.03 | 67.2 | 64.4 | 85.5 | 21 | 54.5 | 54.3 | 57.8 | 67.9 | 45.394 | 104.902 | |
| Adapted Swin-TBackbone=Adapted Swin-T, Modality=HSI-72026.03 | 66.3 | 64.7 | 83.5 | 24.2 | 58.1 | 57.1 | 59 | 90.8 | 45.402 | 74.547 |