Urban Perception on Beijing (BJ)
34.17Hit@5UGE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UGEBackbone=Qwen2.5-VL-7B2026.02 | 34.17 | 22.71 | |
| GME-2B2026.02 | 30.04 | 14.63 | |
| UGEBackbone=Phi3-V2026.02 | 27.68 | 16.66 | |
| Qwen2-VL-7B2026.02 | 27.38 | 17.61 | |
| Qwen2.5-VL-7B2026.02 | 27.08 | 16.75 | |
| UGEBackbone=Qwen2-VL-7B2026.02 | 25.75 | 14.51 | |
| LLaVA1.62026.02 | 24.64 | 14.75 | |
| UGEBackbone=VLM2Vec-2B2026.02 | 24.43 | 13.66 | |
| Phi3-V2026.02 | 24.12 | 13.74 | |
| UGEBackbone=Qwen2-VL-2B2026.02 | 23.9 | 13.53 | |
| Qwen2-VL-2B2026.02 | 23.53 | 13.31 | |
| UGEBackbone=LLaVA1.62026.02 | 23.35 | 13.91 | |
| UGEBackbone=Qwen2.5-VL-3B2026.02 | 21.42 | 13.63 | |
| UGEBackbone=GME-2B2026.02 | 20.91 | 12.6 | |
| VLM2Vec-2B2026.02 | 18.92 | 8.86 | |
| Qwen2.5-VL-3B2026.02 | 16.82 | 8.81 |