Semantic Segmentation on CARRADA RD view (test)
63.8mIoU (Mean IoU)HyperRadar
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HyperRadarvariant=HyperGraph + OT2026.06 | 63.8 | 99.7 | 59.2 | 32.4 | 63.8 | 99.8 | 74.5 | 48.9 | 77.6 | 75.2 | |
| HyperRadarvariant=Hypergraph2026.06 | 62.5 | 99.7 | 57.2 | 30.9 | 62.3 | 99.8 | 72.9 | 47.1 | 76.1 | 74 | |
| HyperRadarvariant=OT2026.06 | 62.4 | 99.7 | 57 | 30.6 | 62.1 | 99.8 | 72.6 | 46.8 | 75.8 | 73.8 | |
| TransRadar2026.06 | 62.1 | 99.7 | 56.7 | 30.2 | 61.7 | 99.8 | 72.4 | 46.4 | 76.3 | 73.4 | |
| PeakConv2026.06 | 60.7 | — | — | — | — | — | — | — | — | 72.5 | |
| TMVA-Net2026.06 | 58.7 | 99.7 | 52.6 | 29 | 53.4 | 99.8 | 68.9 | 45 | 69.6 | 70.9 | |
| RAMP-CNN2026.06 | 56.6 | 99.7 | 48.8 | 23.2 | 54.7 | 99.9 | 65.6 | 37.7 | 70.8 | 68.5 | |
| U-Net2026.06 | 55.4 | 99.7 | 51.1 | 33.4 | 37.7 | 99.8 | 67.5 | 50 | 54.7 | 68 | |
| FCN-8s2026.06 | 54.7 | 99.7 | 47.7 | 18.7 | 52.9 | 99.8 | 24.8 | 16.5 | 26.9 | 66.3 | |
| DeepLabv3+2026.06 | 50.8 | 99.7 | 43.2 | 11.2 | 49.2 | 99.9 | 60.3 | 20.2 | 66 | 61.6 | |
| RSS-Net2026.06 | 32.1 | 99.3 | 0.1 | 4.1 | 25 | 99.7 | 0.2 | 7.9 | 40 | 36.9 | |
| MVNet2026.06 | 29 | 98 | 0 | 3.8 | 14.1 | 99 | 0 | 7.3 | 24.8 | 32.8 |