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Papers Benchmarks Datasets Tasks

20NG dataset and benchmarks · SOTA2 Research

Research Datasets

20NG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

20NG

0.24NPMI

33

Text Classification

20NG

89.5Accuracy

20

Text Classification

20ng (test)

89.5Accuracy (Test)

18

Class Incremental Learning

20NG

29.77Average Backward Transfer (BWT)

13

Class Incremental Learning

20NG (test)

97.06Accuracy

13

20NG

99.6IRBO

13

Document Clustering

20NG (test)

0.437NMI

13

Document Modeling

20NG

589Perplexity

11

Topic Coherence

20NG

2.87Rating

8

Topic-Label Alignment

20NG

65Purity (P1)

8

Multi-class Calibration

20NG (test)

1.4NLL

8

Document Clustering

20NG

47.7Top-Purity

6

Out-of-Distribution Detection

20NG (ID) vs IMDB (OOD)

99.78AUROC

4

20NG

0.845ARI

4

20NG-C

951.96k-Means Loss

2

20NG-B

481.72K-Means Loss

2

20NG-A

193.46k-Means Loss

2

Popular tasks

Clustering Text Classification Class-incremental learning Document Clustering Topic Modeling

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