Image Retrieval on Beijing (BJ)
62.57Hit@5UGE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UGEBackbone=Qwen2-VL-2B2026.02 | 62.57 | 40.61 | |
| VLM2Vec-2B2026.02 | 59.29 | 43.72 | |
| UGEBackbone=GME-2B2026.02 | 59.14 | 40.8 | |
| UGEBackbone=VLM2Vec-2B2026.02 | 58.29 | 38.52 | |
| UGEBackbone=Qwen2.5-VL-7B2026.02 | 57.43 | 40.44 | |
| UGEBackbone=Qwen2-VL-7B2026.02 | 56.29 | 39.06 | |
| GME-2B2026.02 | 53.14 | 28.7 | |
| UGEBackbone=Phi3-V2026.02 | 48.43 | 31.11 | |
| UGEBackbone=Qwen2.5-VL-3B2026.02 | 44.29 | 29.5 | |
| Qwen2-VL-7B2026.02 | 36.86 | 22.56 | |
| Qwen2-VL-2B2026.02 | 34.14 | 20.77 | |
| LLaVA1.62026.02 | 32.29 | 18.74 | |
| UGEBackbone=LLaVA1.62026.02 | 31.5 | 18.27 | |
| Phi3-V2026.02 | 31 | 19.65 | |
| Qwen2.5-VL-3B2026.02 | 27.43 | 16.73 | |
| Qwen2.5-VL-7B2026.02 | 27.14 | 15.98 |