Transmission Corridor Segmentation on TowerDataset deduplicated 120-scene (test)
43.69mIoU (22-class)Global-Local Fusion Framework (Ours)
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Global-Local Fusion Framework (Ours)2026.04 | 43.69 | 88.44 | 75.22 | 44.55 | 64.3 | 80.59 | 26.35 | 91.54 | 83.62 | 91.56 | |
| PTv32026.04 | 41.16 | 88.59 | 71.31 | 32.76 | 60.56 | 80.62 | 23.27 | 88.84 | 79.52 | 89.76 | |
| PTv22026.04 | 35.53 | 89.97 | 81.07 | 72.69 | 56.65 | 0 | 0 | 93.04 | 90.73 | 94.51 | |
| MinkUNet34C2026.04 | 33.62 | 85.99 | 75.03 | 77.04 | 52.11 | 0 | 0 | 94.72 | 94.49 | 90.6 | |
| SpUNet2026.04 | 32.8 | 81.55 | 70.94 | 68.38 | 51.46 | 0 | 0 | 94.69 | 94.66 | 89.53 | |
| Stratified Trans.2026.04 | 28.74 | 1.15 | 46.37 | 14.63 | 49.02 | 31.46 | 11.52 | 85.92 | 78.65 | 77.61 | |
| OctFormer2026.04 | 17.94 | 35.18 | 42.76 | 31.47 | 36.18 | 0 | 0 | 47.95 | 21.21 | 50.23 |