Socio-function Segmentation on SocioSeg (test)
40.6cIoUSocioReasoner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SocioReasoner2026.01 | 40.6 | 46.9 | 50.3 | |
| SegEarth-R1Training status=Re-trained on SocioSeg2026.01 | 39.5 | 45.6 | 47.4 | |
| RemoteReasonerTraining status=Re-trained on SocioSeg2026.01 | 38 | 43.5 | 47.2 | |
| VisionReasonerTraining status=Re-trained on SocioSeg2026.01 | 36.3 | 41.8 | 45 | |
| Seg-R1Training status=Re-trained on SocioSeg2026.01 | 34.5 | 39.5 | 36.5 | |
| RSRefSegTraining status=Re-trained on SocioSeg2026.01 | 28.7 | 28.8 | 30.8 | |
| SegformerTraining status=Re-trained on SocioSeg2026.01 | 21.4 | 20.2 | 17.9 | |
| SAM-R1Training status=Re-trained on SocioSeg2026.01 | 17.7 | 19.9 | 25.2 | |
| UNetTraining status=Re-trained on SocioSeg2026.01 | 11.1 | 10.6 | 10.4 | |
| SegEarth-OVTraining status=Re-trained on SocioSeg2026.01 | 4.2 | 4.2 | 0 |