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Papers Benchmarks Datasets Tasks

Subj dataset and benchmarks · SOTA2 Research

Research Datasets

Subj

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Subjectivity Classification

Subj

99.6Accuracy

343

Subjectivity Classification

Subj (test)

97Accuracy

152

Text Classification

SUBJ

93.36CA (%)

94

Backdoor Defense

SUBJ

0.99AUC

20

Sentiment and topic classification

Subj

74.1Macro F1

18

Subjectivity Classification

SUBJ (10-fold cross-validation)

95.5Accuracy

13

Sentiment and topic classification

Subj (test)

89.3Macro-F1

13

Sentence Classification

Subj full (test)

97.4Accuracy

9

Relational linear probing

SUBJ

63F1 (GT)

6

Sentence Classification

Subj (Subjectivity) (10-fold cross-validation)

93.4Accuracy

4

Subjectivity Classification

Subj latest (train)

97Accuracy

3

Prompt Verbalization

Subj

100Recall

2

Popular tasks

Subjectivity Classification Sentence Classification Sentiment and topic classification Text Classification Backdoor Defense

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