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Multimodal Document Question Answering research benchmarks · SOTA2 Research

Multimodal Document Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MMLongBench-Doc

65.8Overall Accuracy

77

Jun 8, 2026

65.7Overall Acc

28

Jul 7, 2026

48.2Accuracy

26

Jul 7, 2026

80.16Accuracy (Academia)

17

Mar 11, 2026

72.9Accuracy

17

Jul 7, 2026

MMLongBench (test)

34.7Chart Acc.

12

Mar 11, 2026

39Accuracy

12

Apr 13, 2026

DocBench (test)

52.4Accuracy (Academic)

6

Feb 26, 2026

56.7Accuracy

5

Feb 26, 2026

Popular datasets

MMLongBench DocBench LongDocURL PaperTab PaperText

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