Nearest POI Spatial Grounding on BJ
76.15Hit@5Qwen2.5-VL-3B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5-VL-3B2026.02 | 76.15 | 63.14 | |
| Qwen2.5-VL-7B2026.02 | 76.15 | 65.19 | |
| UGEbackbone=Qwen2-VL-7B2026.02 | 75.38 | 68.76 | |
| UGEbackbone=Qwen2-VL-2B2026.02 | 72.31 | 66.75 | |
| UGEbackbone=VLM2Vec-2B2026.02 | 71.15 | 66.14 | |
| UGEbackbone=LLaVA1.62026.02 | 70.77 | 63.01 | |
| UGEbackbone=Qwen2.5-VL-7B2026.02 | 70.62 | 59.89 | |
| UGEbackbone=GME-2B2026.02 | 70.38 | 67.17 | |
| Qwen2-VL-2B2026.02 | 66.92 | 58.65 | |
| UGEbackbone=Qwen2.5-VL-3B2026.02 | 65.38 | 56.67 | |
| UGEbackbone=Phi3-V2026.02 | 65 | 59.34 | |
| GME-2B2026.02 | 64.62 | 37.54 | |
| LLaVA1.62026.02 | 63.08 | 52.46 | |
| VLM2Vec-2B2026.02 | 59.23 | 52.92 | |
| Qwen2-VL-7B2026.02 | 58.08 | 51.02 | |
| Phi3-V2026.02 | 53.46 | 48.45 | |
| Qwen2.5-VL-3B2026.02 | 44.62 | 42.79 | |
| LLaVA1.62026.02 | 43.46 | 38.46 | |
| UGEbackbone=Qwen2.5-VL-7B2026.02 | 36.15 | 35.15 | |
| UGEbackbone=LLaVA1.62026.02 | 33.46 | 30.46 | |
| UGEbackbone=Qwen2-VL-2B2026.02 | 31.92 | 30.45 | |
| Qwen2-VL-7B2026.02 | 30.38 | 29.04 | |
| UGEbackbone=Qwen2.5-VL-3B2026.02 | 29.62 | 28.54 | |
| UGEbackbone=Phi3-V2026.02 | 29.23 | 27.52 | |
| Qwen2-VL-2B2026.02 | 27.69 | 26.09 | |
| UGEbackbone=Qwen2-VL-7B2026.02 | 21.92 | 20.81 | |
| GME-2B2026.02 | 21.92 | 13.83 | |
| UGEbackbone=VLM2Vec-2B2026.02 | 21.54 | 21.54 | |
| UGEbackbone=GME-2B2026.02 | 19.62 | 17.54 | |
| Phi3-V2026.02 | 18.46 | 16.06 | |
| Qwen2.5-VL-7B2026.02 | 12.69 | 10.15 | |
| VLM2Vec-2B2026.02 | 9.62 | 8.02 |