Semantic Segmentation on MFNet 1.0 (test)
87.9Car IoUFuseSeg21
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FuseSeg21Type=RGB-T2022.10 | 87.9 | 93.1 | 81.4 | 71.7 | 78.5 | 64.6 | 68.4 | 44.8 | 29.1 | 22.7 | 63.7 | 6.4 | 55.8 | 46.9 | 66.4 | 47.9 | 70.6 | 54.5 | |
| EGFNet22Type=RGB-T2022.10 | 87.6 | 95.8 | 89 | 69.8 | 80.6 | 58.8 | 71.5 | 42.8 | 48.7 | 33.8 | 33.6 | 7 | 65.3 | 48.3 | 71.1 | 47.1 | 72.7 | 54.8 | |
| RTFNet15219Type=RGB-T2022.10 | 87.4 | 93 | 79.3 | 70.3 | 76.8 | 62.7 | 60.7 | 45.3 | 38.5 | 29.8 | 0 | 0 | 45.5 | 29.1 | 74.7 | 55.7 | 63.1 | 53.2 | |
| HRNet19Type=RGB-T2022.10 | 86.9 | 90.8 | 75.1 | 67.3 | 70.2 | 59.2 | 39.1 | 35.3 | 28 | 23.1 | 12.1 | 1.7 | 50.4 | 46.6 | 55.8 | 47.3 | 57.9 | 51.7 | |
| RTFNet5019Type=RGB-T2022.10 | 86.3 | 91.3 | 78.2 | 67.8 | 71.5 | 58.2 | 69.8 | 43.7 | 32.1 | 24.3 | 13.4 | 3.6 | 40.4 | 26 | 73.5 | 57.2 | 62.2 | 51.7 | |
| HRNet19Type=RGB2022.10 | 84.9 | 91.1 | 66.6 | 55.4 | 76.6 | 60.3 | 42.6 | 33.3 | 37.9 | 28.3 | 11.5 | 2.5 | 44.8 | 40.3 | 62.6 | 46.9 | 59.2 | 49.9 | |
| ABMDRNet21Type=RGB-T2022.10 | 84.8 | 94.3 | 90 | 69.6 | 75.7 | 60.3 | 64 | 45.1 | 44.1 | 33.1 | 31 | 5.1 | 61.7 | 47.4 | 66.2 | 50 | 69.5 | 54.8 | |
| DANet19Type=RGB2022.10 | 84.5 | 89.8 | 65.2 | 55 | 76.5 | 62.6 | 44.2 | 33.4 | 32.7 | 27.4 | 2.8 | 0.9 | 46.6 | 41.9 | 56 | 44.5 | 57 | 49.7 | |
| LASNetType=RGB-T2022.10 | 84.2 | 94.9 | 81.7 | 67.1 | 82.1 | 56.9 | 70.7 | 41.1 | 56.8 | 39.6 | 59.5 | 18.9 | 58.1 | 48.8 | 77.2 | 40.1 | 75.4 | 54.9 | |
| MMNet22Type=RGB-T2022.10 | 83.9 | — | — | 69.3 | — | 59 | — | 43.2 | — | 24.7 | — | 4.6 | — | 42.2 | — | 50.7 | 62.7 | 52.8 | |
| MLFNet21Type=RGB-T2022.10 | 82.3 | — | — | 68.1 | — | 67.3 | — | 27.3 | — | 30.4 | — | 15.7 | — | 55.6 | — | 40.1 | — | 53.8 | |
| ACNet19Type=RGB-D2022.10 | 79.4 | 93.7 | 86.8 | 64.7 | 77.8 | 52.7 | 57.2 | 32.9 | 51.5 | 28.4 | 7 | 0.8 | 57.5 | 16.9 | 49.8 | 44.4 | 64.3 | 46.3 | |
| D-CNN18Type=RGB-D2022.10 | 77 | 85.2 | 61.7 | 53.4 | 76 | 56.5 | 40.2 | 30.9 | 9.9 | 29.3 | 22.8 | 6.4 | 32.9 | 30.1 | 36.5 | 32.3 | 55.1 | 46.1 | |
| PSTNet20Type=RGB-T2022.10 | 76.8 | — | — | 52.6 | — | 55.3 | — | 29.6 | — | 25.1 | — | 15.1 | — | 39.4 | — | 45 | — | 48.4 | |
| FuseNet16Type=RGB-D2022.10 | 75.6 | 81 | 75.2 | 66.3 | 64.5 | 51.9 | 51 | 37.8 | 28.7 | 15 | 0 | 0 | 31.1 | 21.4 | 51.9 | 45 | 52.4 | 45.6 | |
| SA-Gate20Type=RGB-D2022.10 | 73.8 | 86 | 80.8 | 59.2 | 69.4 | 51.3 | 56.7 | 38.4 | 24.7 | 19.3 | 0 | 0 | 56.9 | 24.5 | 52.1 | 48.8 | 58.3 | 45.8 | |
| DANet19Type=RGB-T2022.10 | 71.3 | 91.3 | 82.7 | 48.1 | 79.2 | 51.8 | 48 | 30.2 | 25.5 | 18.2 | 5.2 | 0.7 | 47.6 | 30.3 | 19.9 | 18.8 | 55.2 | 41.3 | |
| MFNet17Type=RGB-T2022.10 | 65.9 | 77.2 | 67 | 58.9 | 53.9 | 42.9 | 36.2 | 29.9 | 19.1 | 9.9 | 0.1 | 8.5 | 30.3 | 25.2 | 30 | 27.7 | 45.1 | 39.7 |