Multimodal Question Answering on WebQA
90.92F1-RecallMoRE-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| MoRE-7BExperts=All2025.05 | 90.92 | |
| MoRE-3BExperts=All2025.05 | 89.54 | |
| CogPlannerExperts=All2025.05 | 84.82 | |
| IterRetGenExperts=Image2025.05 | 84.5 | |
| IterRetGenExperts=All2025.05 | 84.19 | |
| IterRetGenExperts=Text2025.05 | 83.88 | |
| IterRetGenExperts=Table2025.05 | 83.58 | |
| Vanilla RAGExperts=Image2025.05 | 79.76 | |
| UniversalRAGExperts=All2025.05 | 79.48 | |
| R1-Distill-Qwen-32BExperts=-2025.05 | 79.41 | |
| Vanilla RAGExperts=Text2025.05 | 79.04 | |
| Vanilla RAGExperts=All2025.05 | 76.63 | |
| Qwen2.5-VL-7BExperts=-2025.05 | 76.07 | |
| Vanilla RAGExperts=Table2025.05 | 75.73 | |
| OmniSearchExperts=All2025.05 | 58.02 | |
| IRCoTExperts=All2025.05 | 49.48 | |
| IRCoTExperts=Image2025.05 | 47.06 | |
| IRCoTExperts=Text2025.05 | 46.16 | |
| IRCoTExperts=Table2025.05 | 44.46 | |
| MMSearch-R1²Experts=All2025.05 | 40.75 | |
| Search-O1Experts=Text2025.05 | 16.78 | |
| MMSearch-R1¹Experts=All2025.05 | 2.67 |