Referring Detection on RegionDial-Bench RefCOCO+ Multi-turn (test)
90.5R1Seg-Zero-7B
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Seg-Zero-7BParameters=7B2026.02 | 90.5 | 71.2 | 73.6 | 59.6 | 48.8 | 58.2 | 48.2 | 73.1 | |
| RegionReasoner-7BParameters=7B, Backbone=Qwen2.5-VL-7B2026.02 | 89.3 | 83.2 | 81.6 | 69.6 | 61.9 | 69.1 | 64.7 | 80.7 | |
| VisionReasoner-7BParameters=7B2026.02 | 88.3 | 74.7 | 75.8 | 64.2 | 56.3 | 57.3 | 47 | 74.8 | |
| Qwen2.5-VL-7BParameters=7B2026.02 | 65.5 | 49 | 48.1 | 36.5 | 30 | 38.2 | 25.9 | 49.9 | |
| Qwen2-VL-7BParameters=7B2026.02 | 6.2 | 8.5 | 6.5 | 5.4 | 7.5 | 3.6 | 3.5 | 6.7 |