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Aspect Sentiment Quad Prediction research benchmarks · SOTA2 Research

Aspect Sentiment Quad Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

66.49F1 Score

93

May 28, 2026

56.78F1 Score

93

May 28, 2026

67.4F1 Score

25

Apr 28, 2026

46.7F1 Score

25

Apr 28, 2026

0.522F1 Score

25

Feb 26, 2026

56.54F1 Score

23

May 28, 2026

33.66F1 Score

23

May 28, 2026

64.49F1 Score

23

May 28, 2026

60.39F1 Score

21

Feb 26, 2026

ASQP benchmark suite (R-ACOS, L-ACOS, Rest15, Rest16)

52.39Rest15 Score

5

Feb 26, 2026

Popular datasets

REST ACOS ASQP Hotels Coursera

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