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Papers Benchmarks Datasets Tasks

Long-context document understanding research benchmarks · SOTA2 Research

Long-context document understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MMLongBench-Doc

Synthetic Reasoning

55.8Accuracy

58

Apr 16, 2026

64.5Accuracy

14

Apr 16, 2026

78.6Accuracy

6

Feb 26, 2026

MMLongBench-Doc 32K context slice

45MMLongBench-Doc (32K) Score

4

Jun 9, 2026

MMLongBench-Doc 16K context slice

48.57Score

4

Jun 9, 2026

Popular datasets

MMLongBench-Doc MMLongBench LongDocURL MMLB

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