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CEBaB dataset and benchmarks · SOTA2 Research

Research Datasets

CEBaB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Sentiment Analysis

CEBaB

82.3Accuracy

21

Sentiment Classification

aug-CEBaB-yelp

71.56Accuracy

12

Text Classification

CEBaB

69.7Acc

7

CEBaB (test)

82.3Accuracy

5

Concept Recognition

aug-CEBaB-yelp

87.52Accuracy

4

Error detection

CEBaB (test)

0.81Rho(U_epi, U_ale)

4

Concept Comprehensibility Evaluation

CEBaB

0.6Semantics Score

4

Concept Intruder Detection

CEBaB

76.7Accuracy

4

Popular tasks

Classification Sentiment Analysis Text Classification Sentiment Classification Error detection

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