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Medical Visual Question Answering research benchmarks – Page 8 · SOTA2 Research

Medical Visual Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OmniMed CT, Sparse View Artifact (test)

48.77Accuracy

2

Feb 26, 2026

OmniMed CT, Low Dose Artifact (test)

0.456Accuracy

2

Feb 26, 2026

OmniMed X-ray, Patient Movement (test)

74.59Accuracy

2

Feb 26, 2026

OmniMed CT Original (test)

54.68Accuracy

1

Feb 26, 2026

SLAKE X-ray Original VQA 1.0 (test)

88.89Accuracy

1

Feb 26, 2026

SLAKE CT Original 1.0 (test)

73.48Accuracy

1

Feb 26, 2026

SLAKE MRI Original VQA 1.0 (test)

77.05Accuracy

1

Feb 26, 2026

OmniMed X-ray (original)

78.35Accuracy

1

Feb 26, 2026

Page 8 of 8

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SLAKE VQA-RAD PMC-VQA VQA-Med PathVQA

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