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Fact-based Visual Question Answering research benchmarks · SOTA2 Research

Fact-based Visual Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Vision-DeepResearch-30B-A3B

74.2Accuracy

67

May 12, 2026

72.61Score

24

Jul 7, 2026

FVQA 1.0 (test)

87.3WUPS@0.0 (Top-1)

13

Feb 26, 2026

KG-based ZS-VQA

50.51Hit Rate @ 1

9

Feb 26, 2026

KG-based ZS-VQA

29.39Hit@1

9

Feb 26, 2026

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