Semantic Segmentation on CARRADA RA view (test)
44.4mIoUHyperRadar
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HyperRadarvariant=HyperGraph + OT2026.06 | 44.4 | 99.9 | 31.8 | 8.4 | 37.5 | 99.9 | 48.2 | 14.6 | 54.4 | 54.3 | |
| HyperRadarvariant=Hypergraph2026.06 | 43.3 | 99.9 | 30.4 | 7.1 | 35.9 | 99.9 | 46.7 | 12.9 | 52.9 | 53.1 | |
| HyperRadarvariant=OT2026.06 | 43.1 | 99.9 | 30.1 | 6.8 | 35.6 | 99.9 | 46.3 | 12.6 | 52.5 | 52.8 | |
| PeakConv2026.06 | 42.9 | — | — | — | — | — | — | — | — | 53.3 | |
| TransRadar2026.06 | 42.9 | 99.9 | 29.9 | 6.5 | 35.3 | 99.9 | 46 | 12.2 | 52.2 | 52.6 | |
| TMVA-Net2026.06 | 41.3 | 99.8 | 26 | 8.6 | 30.7 | 99.9 | 41.3 | 15.9 | 47 | 51 | |
| FCN-8s2026.06 | 34.5 | 99.8 | 14.8 | 0 | 23.3 | 99.9 | 25.8 | 0 | 37.8 | 40.9 | |
| U-Net2026.06 | 32.8 | 99.8 | 22.4 | 8.8 | 0 | 99.9 | 25.8 | 0 | 37.8 | 40.9 | |
| DeepLabv3+2026.06 | 32.7 | 99.9 | 3.4 | 5.9 | 21.8 | 99.9 | 6.5 | 11.1 | 35.7 | 38.3 | |
| RSS-Net2026.06 | 32.1 | 99.5 | 7.3 | 5.6 | 15.8 | 99.8 | 13.7 | 10.5 | 27.4 | 37.8 | |
| RAMP-CNN2026.06 | 27.9 | 99.8 | 1.7 | 2.6 | 7.2 | 99.9 | 3.4 | 5.1 | 13.5 | 30.5 | |
| MVNet2026.06 | 26.8 | 98.8 | 0.1 | 1.1 | 6.2 | 99 | 0 | 7.3 | 24.8 | 28.5 |