Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Document Clustering research benchmarks · SOTA2 Research

Document Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SMS Spam Collection

97.8Purity

18

Feb 26, 2026

69.9Purity

18

Feb 26, 2026

Drug Review Norgestimate

60.4Purity

18

Feb 26, 2026

Drug Review Norethindrone

60Purity

18

Feb 26, 2026

Newsgroup Religion

50Purity

18

Feb 26, 2026

Newsgroup Science

73Purity

18

Feb 26, 2026

Agentic clustering

73Accuracy

16

Jun 2, 2026

0.254NMI

13

Feb 26, 2026

0.557NMI

13

Feb 26, 2026

0.471NMI

13

Feb 26, 2026

0.547NMI

13

Feb 26, 2026

0.464NMI

13

Feb 26, 2026

0.729NMI

13

Feb 26, 2026

0.437NMI

13

Feb 26, 2026

63.84km-Purity

9

Feb 26, 2026

1.133Average Mutual Information

7

Jun 4, 2026

1.042Average Mutual Information (AMI)

7

Jun 4, 2026

94.165Average Mutual Information

7

Jun 4, 2026

82.425Average Mutual Information

7

Jun 4, 2026

0.651Average Mutual Information

7

Jun 4, 2026

0.475Average Mutual Information

7

Jun 4, 2026

74.127Average Purity

7

Jun 4, 2026

73.762Average Purity

7

Jun 4, 2026

74.906Average Purity

7

Jun 4, 2026

75.158Average Purity

7

Jun 4, 2026

Page 1 of 2

PreviousNext

Popular datasets

Reuters 20NG TMN Newsgroup Drug Review

Follow for updates

Join SOTA2 Contact