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Papers Benchmarks Datasets Tasks

Aspect-level Sentiment Analysis research benchmarks · SOTA2 Research

Aspect-level Sentiment Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

93.26F1 Score

34

Apr 2, 2026

90.86Accuracy

25

Feb 26, 2026

Laptop L (test)

Flan-T5 + RVISAg

86.68Accuracy

24

Feb 26, 2026

85.61Accuracy

23

Feb 26, 2026

93.02Accuracy

22

Feb 26, 2026

SemEval Task 4 Laptop 2014 (test)

Flan-T5 + RVISAg

88Accuracy

19

Feb 26, 2026

Restaurant R2 (test)

81.49Accuracy

10

Feb 26, 2026

Twitter T (test)

74.62Accuracy

9

Feb 26, 2026

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