Socio-semantic Segmentation on SocioSeg (test)
47.9cIoUSocioReasoner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SocioReasoner2026.01 | 47.9 | 52.8 | 59.7 | |
| VisionReasonerTraining status=Re-trained on SocioSeg2026.01 | 44 | 48.5 | 54.3 | |
| RemoteReasonerTraining status=Re-trained on SocioSeg2026.01 | 43.2 | 47.7 | 53.3 | |
| Seg-R1Training status=Re-trained on SocioSeg2026.01 | 41 | 45 | 45.2 | |
| SegEarth-R1Training status=Re-trained on SocioSeg2026.01 | 38.3 | 44.1 | 48.4 | |
| RSRefSegTraining status=Re-trained on SocioSeg2026.01 | 29 | 28.3 | 32.8 | |
| SAM-R1Training status=Re-trained on SocioSeg2026.01 | 22.5 | 23.7 | 32.4 | |
| SegformerTraining status=Re-trained on SocioSeg2026.01 | 22.1 | 20.5 | 18.7 | |
| UNetTraining status=Re-trained on SocioSeg2026.01 | 11.7 | 10.7 | 10 | |
| SegEarth-OVTraining status=Re-trained on SocioSeg2026.01 | 3.7 | 3.7 | 0 |