Urban Perception on Paris (PA)
40.59Hit@5UGE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UGEBackbone=Qwen2.5-VL-7B2026.02 | 40.59 | 26.81 | |
| UGEBackbone=Qwen2-VL-7B2026.02 | 27.89 | 16.22 | |
| UGEBackbone=Phi3-V2026.02 | 27.68 | 16.07 | |
| GME-2B2026.02 | 26.57 | 12.94 | |
| UGEBackbone=Qwen2.5-VL-3B2026.02 | 26.48 | 15.44 | |
| UGEBackbone=Qwen2-VL-2B2026.02 | 26.4 | 16.08 | |
| Phi3-V2026.02 | 25.96 | 14.73 | |
| UGEBackbone=VLM2Vec-2B2026.02 | 25.07 | 14.21 | |
| LLaVA1.62026.02 | 24.55 | 13.75 | |
| UGEBackbone=LLaVA1.62026.02 | 24.11 | 13.75 | |
| Qwen2-VL-2B2026.02 | 24.08 | 14.85 | |
| Qwen2.5-VL-7B2026.02 | 23.82 | 13.32 | |
| Qwen2-VL-7B2026.02 | 22.45 | 11.5 | |
| Qwen2.5-VL-3B2026.02 | 20.61 | 12.26 | |
| UGEBackbone=GME-2B2026.02 | 19.19 | 10.76 | |
| VLM2Vec-2B2026.02 | 19.02 | 9.21 |