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Visual Question Answering (VQA) research benchmarks · SOTA2 Research

Visual Question Answering (VQA)

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MLLMU-Bench 5% (forget)

55Accuracy (Classification)

42

May 18, 2026

MLLMU-Bench 5% forget (Real)

78.59Classification Accuracy

21

May 18, 2026

MLLMU-Bench 5% forget (test)

62.5Classification Accuracy

21

May 18, 2026

MLLMU-Bench 5% forget

0.01Contextual Refusal Rate

18

May 18, 2026

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