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ResearchFormerly WizWand

Fact Verification on InfoTabs (held-out)

79.5AccuracyGPT-4o
19.814435.309750.80566.3003Sep 21, 2025
Updated 7mo ago

Evaluation results

MethodLinks
GPT-4oResolution=UNK2025.0979.5
OpenAI-o4-miniResolution=UNK2025.0978.3
Gemini-2.5-ProResolution=UNK2025.0977.15
QVQ-72B-PreviewResolution=Dyn.2025.0974.64
Qwen2-VL-72BResolution=Dyn.2025.0972.82
Claude-3.5-SonnetResolution=UNK2025.0970.3
Table-LLaVA 13BResolution=336, Trained on dataset=true2025.0966.91
Table-LLaVA 7BResolution=336, Trained on dataset=true2025.0965.26
Qwen2-VL-7B-Table-R1Resolution=Dyn.2025.0962.8
Qwen2-VL-7B-SFTResolution=Dyn.2025.0957.6
Qwen2-VL-7B-InsResolution=Dyn2025.0946.56
Qwen2-VL-2B-Table-R1Resolution=Dyn.2025.0943.6
Qwen2-VL-7B-GRPOResolution=Dyn.2025.0941.6
Qwen2-VL-2B-SFTResolution=Dyn.2025.0937.4
Qwen2-VL-7BResolution=Dyn.2025.0932.8
Qwen2-VL-2B-GRPOResolution=Dyn.2025.0929
LLaVA-v1.5 7BResolution=3362025.0928.31
mPLUG-Owl2 7BResolution=4482025.0926.19
DeepSeek-VL2 4.5BResolution=Dyn.2025.0924.79
Qwen2-VL-2BResolution=Dyn.2025.0924.6
Monkey 7BResolution=8962025.0922.11