Distance-Direction Spatial Grounding on NY
44.35Hit@5UGE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UGEbackbone=Qwen2.5-VL-7B2026.02 | 44.35 | 43.3 | |
| UGEbackbone=Phi3-V2026.02 | 39.13 | 38.31 | |
| UGEbackbone=LLaVA1.62026.02 | 36.52 | 35.05 | |
| UGEbackbone=Qwen2-VL-7B2026.02 | 33.91 | 32.01 | |
| UGEbackbone=Qwen2-VL-2B2026.02 | 33.04 | 32.04 | |
| UGEbackbone=GME-2B2026.02 | 30.43 | 29.94 | |
| UGEbackbone=Qwen2.5-VL-3B2026.02 | 29.57 | 28.3 | |
| Qwen2.5-VL-3B2026.02 | 28.7 | 27.7 | |
| UGEbackbone=VLM2Vec-2B2026.02 | 27.83 | 26.02 | |
| Qwen2-VL-2B2026.02 | 26.09 | 24.99 | |
| Qwen2.5-VL-7B2026.02 | 26.09 | 24.11 | |
| GME-2B2026.02 | 25.22 | 15.91 | |
| LLaVA1.62026.02 | 22.61 | 20.85 | |
| Phi3-V2026.02 | 22.61 | 21.15 | |
| VLM2Vec-2B2026.02 | 20.87 | 19.87 | |
| Qwen2-VL-7B2026.02 | 18.26 | 18.01 |