Socio-semantic segmentation on SocioSeg OOD (New Region)
0.402cIoUSocioReasoner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SocioReasoner2026.01 | 0.402 | 0.434 | 0.429 | |
| VisionReasoner2026.01 | 0.328 | 0.344 | 0.35 | |
| Seg-R12026.01 | 0.288 | 0.288 | 0.262 | |
| RemoteReasoner2026.01 | 0.275 | 0.298 | 0.281 | |
| SegEarth-R12026.01 | 0.207 | 0.187 | 0.212 | |
| Segformer2026.01 | 0.188 | 0.147 | 0.141 | |
| SAM-R12026.01 | 0.148 | 0.145 | 0.19 | |
| RSRefSeg2026.01 | 0.124 | 0.103 | 0.138 | |
| UNet2026.01 | 0.1 | 0.073 | 0.071 | |
| SegEarth-OV2026.01 | 0.032 | 0.032 | 0 |