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ResearchFormerly WizWand

Multimodal Question Answering on 2WikiMQA

55.47F1-RecallMoRE-7B
9.356421.328233.345.2718May 28, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MoRE-7BExperts=All2025.0555.47
MoRE-3BExperts=All2025.0555.1
R1-Distill-Qwen-32BExperts=-2025.0551.78
IterRetGenExperts=All2025.0550.99
IterRetGenExperts=Text2025.0550.07
CogPlannerExperts=All2025.0549.28
Qwen2.5-VL-7BExperts=-2025.0548.35
Vanilla RAGExperts=All2025.0548.31
Vanilla RAGExperts=Text2025.0548.2
UniversalRAGExperts=All2025.0547.3
Vanilla RAGExperts=Image2025.0543.95
IterRetGenExperts=Image2025.0543.93
IterRetGenExperts=Table2025.0542.91
Vanilla RAGExperts=Table2025.0541.89
OmniSearchExperts=All2025.0531.02
Search-O1Experts=Text2025.0528.12
MMSearch-R1¹Experts=All2025.0526.21
IRCoTExperts=All2025.0525.77
IRCoTExperts=Text2025.0524.7
MMSearch-R1²Experts=All2025.0519.41
IRCoTExperts=Image2025.0518.94
IRCoTExperts=Table2025.0511.13