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ResearchFormerly WizWand

Multimodal Question Answering on Open-WikiTable

53.9F1 RecallMoRE-7B
3.376816.493429.6142.7266May 28, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MoRE-7BExperts=All2025.0553.9
MoRE-3BExperts=All2025.0553.85
Vanilla RAGExperts=Table2025.0553.35
Vanilla RAGExperts=All2025.0549.99
IRCoTExperts=All2025.0539.44
IterRetGenExperts=All2025.0538.95
IterRetGenExperts=Table2025.0536.74
IRCoTExperts=Table2025.0535.52
UniversalRAGExperts=All2025.0531.12
R1-Distill-Qwen-32BExperts=-2025.0522.75
Qwen2.5-VL-7BExperts=-2025.0521.28
CogPlannerExperts=All2025.0516.5
Vanilla RAGExperts=Text2025.0515.38
IterRetGenExperts=Text2025.0514.59
Vanilla RAGExperts=Image2025.0513.77
IterRetGenExperts=Image2025.0512.38
Search-O1Experts=Text2025.059.72
OmniSearchExperts=All2025.057.72
MMSearch-R1²Experts=All2025.057.43
MMSearch-R1¹Experts=All2025.056.5
IRCoTExperts=Text2025.055.78
IRCoTExperts=Image2025.055.32