Socio-class Segmentation on SocioSeg (test)
47.6cIoUSocioReasoner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SocioReasoner2026.01 | 47.6 | 52.8 | 60.1 | |
| VisionReasonerTraining status=Re-trained on SocioSeg2026.01 | 44.4 | 49.3 | 55.5 | |
| RemoteReasonerTraining status=Re-trained on SocioSeg2026.01 | 42.9 | 48 | 53.9 | |
| Seg-R1Training status=Re-trained on SocioSeg2026.01 | 40.4 | 44.7 | 45.2 | |
| SegEarth-R1Training status=Re-trained on SocioSeg2026.01 | 38.9 | 45.1 | 50 | |
| RSRefSegTraining status=Re-trained on SocioSeg2026.01 | 30.7 | 30.6 | 35.3 | |
| SegformerTraining status=Re-trained on SocioSeg2026.01 | 22.4 | 21.4 | 19.5 | |
| SAM-R1Training status=Re-trained on SocioSeg2026.01 | 22.3 | 23.8 | 32.1 | |
| UNetTraining status=Re-trained on SocioSeg2026.01 | 12.6 | 11.9 | 11.2 | |
| SegEarth-OVTraining status=Re-trained on SocioSeg2026.01 | 3.8 | 3.8 | 0 |