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Papers Benchmarks Datasets Tasks

Intent Semantic Toolkit dataset and benchmarks · SOTA2 Research

Research Datasets

Intent Semantic Toolkit

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Triplet Evaluation (Ori-Imp)

Intent Semantic Toolkit (test)

71Teasy Score

7

Multi-class Classification

Intent Semantic Toolkit (test)

33.9Accuracy (0-shot)

6

Intent Semantic Toolkit (test)

65.9KM Score

6

Binary Classification

Intent Semantic Toolkit (test)

94.1Ori Score

6

Multi-class Intent Classification

Intent Semantic Toolkit

28.8Accuracy (0-shot)

4

Intent Clustering

Intent Semantic Toolkit

61.4Agg Score

4

Binary Intent Classification

Intent Semantic Toolkit

89.6Ori Accuracy

4

Intent Semantic Toolkit Ori-Ori

24Thard

4

Triplet Evaluation (Ori-Ori)

Intent Semantic Toolkit (test)

51.1Teasy

3

Popular tasks

Clustering Binary Classification Multi-class classification Intent Clustering Triplet Evaluation (Ori-Ori)

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