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Papers Benchmarks Datasets Tasks

Document-level Relation Extraction research benchmarks · SOTA2 Research

Document-level Relation Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ROBERTa-ATLOP_LARGE

63.18F1 Score

235

Apr 10, 2026

KD-DocRE-RoBERTa_large

64.03F1 Score

183

Apr 10, 2026

DocRED 1.0 (test)

CGM2IR-RoBERTa_large

63.89F1

51

Feb 26, 2026

DocRED 1.0 (dev)

62.24F1

42

Feb 26, 2026

Re-DocRED (test)

80.39Ignored F1 Score

38

Feb 26, 2026

77.06F1 Score

24

Feb 26, 2026

66.44Ignored F1

21

Feb 26, 2026

61.51Ignored F1

21

Feb 26, 2026

Re-DocRED 1.0 (test)

79.03Overall F1 Score

20

Feb 26, 2026

86.44F1 Score

19

Feb 26, 2026

Re-DocRED 1.0 (dev)

79.19F1 Score

17

Feb 26, 2026

DocRED Long-Tail Triples (dev)

0.439Precision

16

Feb 26, 2026

Re-DocRED extreme long-tail (test)

0.596Precision

16

Feb 26, 2026

Env-Re-DocRED revised entity name variation (test)

NCRL-RoBERTa_large + EVRT

68.87Ignored F1

12

Feb 26, 2026

Env-DocRED entity name variation (test)

KD-DocRE-RoBERTa_large + EVRT

56.5Ignored F1

12

Feb 26, 2026

CodRED Closed (test)

66.3F1 Score

8

Feb 26, 2026

CodRED Closed (dev)

0.65F1 Score

8

Feb 26, 2026

ChemDisGene (test)

53.59F1 Score

8

Feb 26, 2026

CodRED Open (test)

57.93F1 Score

7

Feb 26, 2026

CodRED Open (dev)

56.7F1 Score

7

Feb 26, 2026

Re-DocRED Long-Tail Triples 1.0 (test)

75.75Precision

6

Feb 26, 2026

Re-DocRED Full Dataset 1.0 (test)

79.39Precision

6

Feb 26, 2026

Re-DocRED revised (test)

77.67Ign F1

6

Feb 26, 2026

78.27F1 Score

2

Feb 26, 2026

Popular datasets

DocRED Re-DocRED CodRED DWIE GDA

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