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Papers Benchmarks Datasets Tasks

Document-level Information Extraction research benchmarks · SOTA2 Research

Document-level Information Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

58.32MUC Score

13

Feb 26, 2026

MultiMUC (averaged across languages)

THINKTWICE Qwen 3 (oracle)

33.08F1 Score

9

Feb 26, 2026

THINKTWICE Qwen 3 (oracle)

46.48F1 Score

9

Feb 26, 2026

THINKTWICE Qwen 3 (oracle)

36.74F1 Score

8

Feb 26, 2026

96.05Coref Score

6

Feb 26, 2026

DocRED (E2E split)

90.93Coref

5

Feb 26, 2026

27Inference Time (s)

3

Feb 26, 2026

18Inference Time (s)

3

Feb 26, 2026

DocRED augmented with ReFinED (E2E)

90.1MD Score

1

Feb 26, 2026

Popular datasets

DocRED MUC DWIE MultiMUC BETTER

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