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Visual perception and grounding on InfoVQA

88.3AccuracyLlava-OV
73.7477.5281.385.08May 13, 2026

Evaluation results

MethodLinks
Llava-OVSize=7B2026.0588.3
DeepEyesSize=7B2026.0587.7
MoCASize=7B2026.0587
Pixel ReasonerSize=7B2026.0586.4
Qwen2.5-VL-InstructSize=72B2026.0584.3
GPT-4o-miniSize=-2026.0583.3
GPT-4oSize=-2026.0580.7
Qwen2.5-VL-InstructSize=7B2026.0580.7
VL-RethinkerSize=7B2026.0579.5
R1-VLSize=7B2026.0578
mPLUG-Owl3Size=7B2026.0576.3
DocopilotSize=8B2026.0575
Claude-3.5Size=-2026.0574.3