Referring Segmentation on RegionDial-Bench RefCOCOg Multi-turn 1.0 (test)
73.9R1 gIoURegionReasoner-7B
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| RegionReasoner-7BParameters=7B2026.02 | 73.9 | 62.9 | 60.7 | 58.9 | 64.4 | 66.8 | 63.3 | 66.5 | |
| Seg-Zero-7BParameters=7B2026.02 | 72.3 | 52.3 | 53.5 | 55.4 | 59.4 | 59.5 | 58.3 | 60.5 | |
| VisionReasoner-7BParameters=7B2026.02 | 69.5 | 52.7 | 55.4 | 56 | 57.8 | 64.1 | 57.6 | 59.9 | |
| SegLLM-7BParameters=7B2026.02 | 68.9 | 55.3 | 50.5 | 47.7 | 47.3 | 37.8 | 25.4 | 56.7 | |
| Qwen2.5-VL-7BParameters=7B2026.02 | 53.8 | 36.3 | 35.5 | 31.6 | 37.3 | 36.8 | 28.6 | 42.1 | |
| Qwen2-VL-7BParameters=7B2026.02 | 8.5 | 11.6 | 8.8 | 10 | 7 | 6.4 | 4.4 | 9.3 |