Information Retrieval on MMDocRAG
87.7Recall@10Qwen2-VL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Qwen2-VLConfiguration=SKR2026.04 | 87.7 | 91.6 | 94.4 | |
| Phi-3-VLConfiguration=SKR2026.04 | 84.2 | 89.1 | 92.3 | |
| LLaVA-1.6Configuration=SKR2026.04 | 83.4 | 88.6 | 92 | |
| ColQwen2026.04 | 70.8 | 79.2 | 84.3 | |
| ColPali2026.04 | 68.2 | 77.5 | 81.2 | |
| DSEwiki-ss2026.04 | 67.1 | 75.3 | 79.9 | |
| DSEdocmatix2026.04 | 65.7 | 75 | 78.2 | |
| Phi-3-VLConfiguration=Base2026.04 | 60.7 | 70.3 | 76.8 | |
| Qwen2-VLConfiguration=Base2026.04 | 57.8 | 68.7 | 74.9 | |
| LLaVA-1.6Configuration=Base2026.04 | 52.7 | 63.4 | 70.5 |