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Papers Benchmarks Datasets Tasks

Vision-Language Question Answering research benchmarks · SOTA2 Research

Vision-Language Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pooled Shared (GQA, POPE, LLaVA-Wild, MMMU Pro, GMAI-MMBench, MME-Finance) (test)

InternalInspector

5.4Expected Calibration Error (ECE)

22

May 12, 2026

92.4Accuracy

14

Jun 11, 2026

76.7Accuracy (VQA v2)

8

Jun 11, 2026

93.7Accuracy

8

Jun 11, 2026

71.2Accuracy

8

Jun 11, 2026

Popular datasets

Vizwiz ScienceQA VQA IconQA Pooled Shared

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