Embedding Retrieval on Ad-60W
47.1Recall@1UniSID-Qwen2.5-VL-3B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniSID-Qwen2.5-VL-3BBackbone=Qwen2.5-VL, Number of parameters=3B2026.02 | 47.1 | 57.35 | 61.02 | 64.88 | |
| VLM2Vec2-Qwen2.5-VL-3BBackbone=Qwen2.5-VL, Number of parameters=3B2026.02 | 32.38 | 44.75 | 50.62 | 55.97 | |
| LamRA-Qwen2.5-VL-7BBackbone=Qwen2.5-VL, Number of parameters=7B2026.02 | 31.12 | 42.8 | 47.45 | 53.9 | |
| LamRA-Qwen2-VL-7BBackbone=Qwen2-VL, Number of parameters=7B2026.02 | 28.96 | 40.51 | 45.92 | 51.71 | |
| VLM2Vec2-Qwen2-VL-2BBackbone=Qwen2-VL, Number of parameters=2B2026.02 | 26.92 | 38.1 | 44.61 | 50.94 | |
| GME-Qwen2-VL-7BBackbone=Qwen2-VL, Number of parameters=7B2026.02 | 25.45 | 36.2 | 43.12 | 48.3 | |
| GME-Qwen2-VL-2BBackbone=Qwen2-VL, Number of parameters=2B2026.02 | 23.96 | 31.95 | 40.73 | 46.51 |