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Word Sense Disambiguation research benchmarks – Page 3 · SOTA2 Research

Word Sense Disambiguation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

English all-words Unified

69.4F1 Score

8

Feb 26, 2026

71.7F1 Score

8

Feb 26, 2026

67.2F1 Score

8

Feb 26, 2026

Chinese OntoNotes (test)

84.7BC

7

Feb 26, 2026

SemEval-2013 Task 12 (nouns)

Weissenborn et al.

72.8F1 (Nouns)

7

Feb 26, 2026

SemEval coarse-grained English all-words 2007 (test)

79.68F1 Score

7

Feb 26, 2026

57.1Accuracy (0-shot)

6

Feb 26, 2026

WSD Evaluation Framework Fine-grained

75.1F1 Score

6

Feb 26, 2026

Raganato ALL (test)

79F1 Score

5

May 28, 2026

88.9Accuracy (English)

5

Feb 27, 2026

56.1Kobest WiC Score

5

Feb 26, 2026

53.3WiC Score

5

Feb 26, 2026

SemEval Task 13 2015

Raganato et al. (2017)

0.724Acc (comb)

5

Feb 26, 2026

Senseval English all-words 3 (test)

Most Common Sense

62.3F1 Score

5

Feb 26, 2026

Llama3.1 405B-Instruct

23.93ROUGE-L (English)

3

May 26, 2026

—

—F1 Score

0

Feb 26, 2026

—

—F1 Score

0

Feb 26, 2026

Maru 2022 (42D)

—

—F1 Score (%)

0

Feb 26, 2026

Maru 2022 (S10)

—

—F1 Score

0

Feb 26, 2026

SemEval SE02, SE03, SE13, SE15 Multiple Versions (test)

—

—F1 (Nouns)

0

Feb 26, 2026

SemEval-2002 (test)

—

—F1 Score

0

Feb 26, 2026

SemEval-2007 Task 17 (dev)

—

—F1 Score

0

Feb 26, 2026

Page 3 of 3

Popular datasets

SemEval Senseval WiC FEWS English all-words

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