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Multimodal Scientific Reasoning research benchmarks · SOTA2 Research

Multimodal Scientific Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.07Accuracy

28

Apr 23, 2026

Frontier Multimodal Scientific Reasoning Combined 240-question (test)

56.66Accuracy (%)

16

Jun 16, 2026

Frontier Multimodal Scientific Reasoning SFE (test)

68.1Accuracy

16

Jun 16, 2026

Frontier Multimodal Scientific Reasoning SGI (test)

49.3Accuracy

16

Jun 16, 2026

71.77Accuracy

8

Apr 7, 2026

68.25Accuracy

8

Apr 7, 2026

28.95Accuracy

8

Apr 7, 2026

Popular datasets

Frontier Multimodal Scientific Reasoning MathVista ScienceQA MathVision WeMath

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