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ResearchFormerly WizWand

Chart Understanding on PaperQA

73.7AccuracyMM-Eureka-Qwen-7B
46.34853.44960.5567.651Sep 29, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MM-Eureka-Qwen-7Bbase_model=Qwen2.5-VL-7B2025.0973.7
OpenVLThinker-7Bbase_model=Qwen2.5-VL-7B2025.0973.7
ViGaL-Snake+Rotationbase_model=Qwen2.5-VL-7B2025.0973.7
VisionZero-Qwen-7B (Chart)training_context=Chart, base_model=Qwen2.5-VL-7B2025.0973.7
VisionZero-Qwen-7B (Real-World)training_context=Real-World, base_model=Qwen2.5-VL-7B2025.0973.7
VisionZero-Qwen-7B (CLEVR)training_context=CLEVR, base_model=Qwen2.5-VL-7B2025.0969.1
Qwen2.5-VL-7Bbase_model=Qwen2.5-VL-7B2025.0968.4
VLAA-Thinker-7Bbase_model=Qwen2.5-VL-7B2025.0968.4
R1-OneVision-7Bbase_model=Qwen2.5-VL-7B2025.0964.2
GPT-4omodel_category=Proprietary Model2025.0947.4