Urban Perception on Singapore (SG)
35.35Hit@5UGE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UGEBackbone=Qwen2.5-VL-7B2026.02 | 35.35 | 23.68 | |
| Phi3-V2026.02 | 31.79 | 18.21 | |
| UGEBackbone=GME-2B2026.02 | 30.24 | 17.52 | |
| UGEBackbone=Qwen2-VL-7B2026.02 | 29.52 | 17.47 | |
| GME-2B2026.02 | 28.24 | 13.85 | |
| UGEBackbone=Qwen2-VL-2B2026.02 | 26.98 | 16.32 | |
| UGEBackbone=Qwen2.5-VL-3B2026.02 | 26.18 | 15.59 | |
| Qwen2.5-VL-7B2026.02 | 26.18 | 15 | |
| UGEBackbone=VLM2Vec-2B2026.02 | 25.24 | 14.88 | |
| UGEBackbone=LLaVA1.62026.02 | 24.52 | 14.22 | |
| Qwen2-VL-7B2026.02 | 24.33 | 13.6 | |
| LLaVA1.62026.02 | 23.39 | 13.85 | |
| UGEBackbone=Phi3-V2026.02 | 23.31 | 13.46 | |
| Qwen2-VL-2B2026.02 | 21.2 | 12.51 | |
| Qwen2.5-VL-3B2026.02 | 20.57 | 12.2 | |
| VLM2Vec-2B2026.02 | 18.59 | 8.76 |