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Aspect-Based Sentiment Analysis (ABSA) research benchmarks · SOTA2 Research

Aspect-Based Sentiment Analysis (ABSA)

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

61.54F1 Score

20

Feb 26, 2026

44.92F1 Score

12

Feb 26, 2026

0.625F1 Score

12

Feb 26, 2026

51.91F1 Score

12

Feb 26, 2026

ABSA Combined Suite

52.28Average F1

8

Feb 26, 2026

70.27F1 Score

8

Feb 26, 2026

43.94F1 Score

8

Feb 26, 2026

43.02F1 Score

8

Feb 26, 2026

39.02F1 Score

8

Feb 26, 2026

58.25F1 Score

8

Feb 26, 2026

Popular datasets

MEMD ASQP ACOS ABSA Combined Suite

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