Multimodal Question Answering on TabFact
52.6F1-RecallMoRE-3B
Evaluation results
| Method | Links | |
|---|---|---|
| MoRE-3BExperts=All2025.05 | 52.6 | |
| MoRE-7BExperts=All2025.05 | 52.4 | |
| MMSearch-R1²Experts=All2025.05 | 39.2 | |
| IterRetGenExperts=All2025.05 | 38.6 | |
| IterRetGenExperts=Table2025.05 | 36.9 | |
| Vanilla RAGExperts=All2025.05 | 34.9 | |
| CogPlannerExperts=All2025.05 | 33.1 | |
| IterRetGenExperts=Image2025.05 | 30.8 | |
| IterRetGenExperts=Text2025.05 | 30.6 | |
| Search-O1Experts=Text2025.05 | 29.6 | |
| Vanilla RAGExperts=Text2025.05 | 29.2 | |
| Vanilla RAGExperts=Table2025.05 | 27.9 | |
| Vanilla RAGExperts=Image2025.05 | 27.5 | |
| UniversalRAGExperts=All2025.05 | 26 | |
| R1-Distill-Qwen-32BExperts=-2025.05 | 19.1 | |
| Qwen2.5-VL-7BExperts=-2025.05 | 18.1 | |
| IRCoTExperts=All2025.05 | 9.6 | |
| IRCoTExperts=Table2025.05 | 8.3 | |
| MMSearch-R1¹Experts=All2025.05 | 7.9 | |
| IRCoTExperts=Text2025.05 | 5.2 | |
| OmniSearchExperts=All2025.05 | 2.3 | |
| IRCoTExperts=Image2025.05 | 2.1 |