Distance-Direction Spatial Grounding on BJ
58.95Hit@5UGE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UGEbackbone=Qwen2.5-VL-7B2026.02 | 58.95 | 57.71 | |
| UGEbackbone=Qwen2-VL-7B2026.02 | 51.65 | 50 | |
| UGEbackbone=Qwen2-VL-2B2026.02 | 41.92 | 39.8 | |
| UGEbackbone=LLaVA1.62026.02 | 41.54 | 40.84 | |
| UGEbackbone=VLM2Vec-2B2026.02 | 41.15 | 39.1 | |
| Qwen2-VL-2B2026.02 | 40 | 39.4 | |
| GME-2B2026.02 | 40 | 25.24 | |
| UGEbackbone=Qwen2.5-VL-3B2026.02 | 38.85 | 37.33 | |
| UGEbackbone=GME-2B2026.02 | 38.08 | 36.15 | |
| LLaVA1.62026.02 | 37.31 | 35.69 | |
| Phi3-V2026.02 | 33.08 | 31.08 | |
| Qwen2.5-VL-7B2026.02 | 32.69 | 30.23 | |
| VLM2Vec-2B2026.02 | 29.23 | 28.5 | |
| Qwen2-VL-7B2026.02 | 28.85 | 27.05 | |
| UGEbackbone=Phi3-V2026.02 | 28.85 | 27.85 | |
| Qwen2.5-VL-3B2026.02 | 25.77 | 25.17 |