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Papers Benchmarks Datasets Tasks

Sentiment Analysis research benchmarks – Page 6 · SOTA2 Research

Sentiment Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.894Accuracy

13

Apr 28, 2026

89.59Accuracy

13

Apr 28, 2026

MVSA-Single (test)

EDM-guided alternating training

80.92Accuracy

13

Mar 20, 2026

97.1Accuracy

13

Mar 20, 2026

NusaX Minangkabau (test)

69.3Mean Test Accuracy

13

Feb 26, 2026

NusaX Javanese (jav) (test)

63.6Mean Test Accuracy

13

Feb 26, 2026

NusaX Buginese (bug) (test)

51.6Accuracy

13

Feb 26, 2026

NusaX Acehnese (ace) (test)

54.7Accuracy

13

Feb 26, 2026

Financial Sentiment Analysis

82Sentiment Accuracy

13

Feb 26, 2026

ZuCo (10-fold cross val)

65.22Precision

13

Feb 26, 2026

Yelp Reviews (Out-of-domain)

94.4Accuracy

13

Feb 26, 2026

Emotion Analysis

83.2Score

12

Jun 25, 2026

87.9Accuracy

12

Jun 17, 2026

99.9Pred Score

12

Jun 5, 2026

100Accuracy (Pred)

12

Jun 5, 2026

SST2 Sleeper Attack (test)

99ASR

12

Jun 4, 2026

SST2 CBA Attack (test)

98ASR

12

Jun 4, 2026

92.66Top-1 Accuracy

12

Feb 26, 2026

100Attack Success Rate

12

Feb 26, 2026

SST-2 HiddenKiller poisoned (test)

96.05Clean Accuracy

12

Feb 26, 2026

Yelp source: SST (test)

77.8Accuracy

12

Feb 26, 2026

Sentiment Analysis Dataset

70.3Accuracy

12

Feb 26, 2026

AMAZON-WILDS (test)

5610th Percentile Accuracy

12

Feb 26, 2026

Sentiment Analysis (SA) (test)

96.08Accuracy

12

Feb 26, 2026

Sentiment Analysis (SA) (dev)

96.1Accuracy

12

Feb 26, 2026

Page 6 of 18

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