Multimodal Question Answering on 2WikiMQA
55.47F1-RecallMoRE-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| MoRE-7BExperts=All2025.05 | 55.47 | |
| MoRE-3BExperts=All2025.05 | 55.1 | |
| R1-Distill-Qwen-32BExperts=-2025.05 | 51.78 | |
| IterRetGenExperts=All2025.05 | 50.99 | |
| IterRetGenExperts=Text2025.05 | 50.07 | |
| CogPlannerExperts=All2025.05 | 49.28 | |
| Qwen2.5-VL-7BExperts=-2025.05 | 48.35 | |
| Vanilla RAGExperts=All2025.05 | 48.31 | |
| Vanilla RAGExperts=Text2025.05 | 48.2 | |
| UniversalRAGExperts=All2025.05 | 47.3 | |
| Vanilla RAGExperts=Image2025.05 | 43.95 | |
| IterRetGenExperts=Image2025.05 | 43.93 | |
| IterRetGenExperts=Table2025.05 | 42.91 | |
| Vanilla RAGExperts=Table2025.05 | 41.89 | |
| OmniSearchExperts=All2025.05 | 31.02 | |
| Search-O1Experts=Text2025.05 | 28.12 | |
| MMSearch-R1¹Experts=All2025.05 | 26.21 | |
| IRCoTExperts=All2025.05 | 25.77 | |
| IRCoTExperts=Text2025.05 | 24.7 | |
| MMSearch-R1²Experts=All2025.05 | 19.41 | |
| IRCoTExperts=Image2025.05 | 18.94 | |
| IRCoTExperts=Table2025.05 | 11.13 |