Socio-name Segmentation on SocioSeg (test)
52.6cIoUSocioReasoner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SocioReasoner2026.01 | 52.6 | 55.7 | 64.6 | |
| VisionReasonerTraining status=Re-trained on SocioSeg2026.01 | 48.5 | 50.9 | 58.4 | |
| RemoteReasonerTraining status=Re-trained on SocioSeg2026.01 | 46.6 | 49.5 | 56.1 | |
| Seg-R1Training status=Re-trained on SocioSeg2026.01 | 46 | 48.1 | 50.4 | |
| SegEarth-R1Training status=Re-trained on SocioSeg2026.01 | 36.9 | 42.1 | 46.9 | |
| RSRefSegTraining status=Re-trained on SocioSeg2026.01 | 27.1 | 25.4 | 30.9 | |
| SAM-R1Training status=Re-trained on SocioSeg2026.01 | 25.6 | 25.4 | 37.2 | |
| SegformerTraining status=Re-trained on SocioSeg2026.01 | 22 | 19.6 | 18.1 | |
| UNetTraining status=Re-trained on SocioSeg2026.01 | 10.9 | 9.4 | 8 | |
| SegEarth-OVTraining status=Re-trained on SocioSeg2026.01 | 3.3 | 3.3 | 0 |