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Papers Benchmarks Datasets Tasks

mTOP dataset and benchmarks · SOTA2 Research

Research Datasets

mTOP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

MTOP Domain (test)

99.16Accuracy

33

Short-text Clustering

Mtop (test)

79.11NMI

20

Semantic Parsing

mTOP (test)

91.8Average Score

17

Semantic Parsing

MTOP

50.43Accuracy

14

MTOP-I

64Accuracy

7

Intent Clustering

MTOP I

0.738NMI

6

Next Slot Prediction

MTOP NSP

1.26MaxRatio

4

Intent Classification

MTOP

12.04Max Ratio

4

Next Sentence Prediction

MTOP NSP

61.16Macro Avg Performance

3

Short-text Clustering

Mtop

—NMI

0

Popular tasks

Semantic Parsing Short Text Clustering Classification Clustering Intent Classification

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