Visual Grounding on Visual-CoT
22.3Error RateAP-GRPO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AP-GRPOBase model=Qwen2.5-VL-7B, Training=Post-Training2026.02 | 22.3 | 77.7 | |
| LLaVA-OneVision-7B2026.02 | 33 | 67 | |
| MGPOBase model=Qwen2.5-VL-7B, Training=Post-Training2026.02 | 33.7 | 66.3 | |
| GRPOBase model=Qwen2.5-VL-7B, Training=Post-Training2026.02 | 33.9 | 66.1 | |
| Qwen2.5-VL-7B2026.02 | 34 | 66 | |
| InternVL3-8B2026.02 | 71.1 | 28.9 |