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Sarcasm dataset and benchmarks · SOTA2 Research

Research Datasets

Sarcasm

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Classification Probing

Sarcasm (test)

96.3Probe Acc (Best Layer)

21

Concept Attribution

Sarcasm

42Avg Attribution F1

18

Sarcasm Detection

Sarcasm dataset (test)

88.1Accuracy

8

Abuse Detection

Sarcasm Dataset

98AUC

8

Concept Detection

Sarcasm (test)

87F1 Score

6

Concept vector stability

Sarcasm

0.99Mean Absolute-Cosine Similarity

6

Concept Detection

Sarcasm

66.2F1 Score

5

Sarcasm Detection

Sarcasm dataset

58.14Macro F1

4

Sarcasm Detection

Sarcasm

53.57F1 Macro

3

Popular tasks

Sarcasm Detection Concept Detection Abuse Detection Concept Attribution Classification Probing

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