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

Time-series classification research benchmarks – Page 7 · SOTA2 Research

Time-series classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Heartbeat (test)

77.1Accuracy

12

Mar 24, 2026

52.7Accuracy

12

Mar 24, 2026

98.9Accuracy

12

Mar 24, 2026

ArtWordR (test)

99.3Accuracy

12

Mar 24, 2026

68Accuracy

12

Mar 24, 2026

85.5Accuracy

12

Mar 24, 2026

54Accuracy

12

Mar 24, 2026

GPebbleZ2 (test)

63.9Accuracy

12

Mar 24, 2026

GPebbleZ1 (test)

69.8Accuracy

12

Mar 24, 2026

23.8Accuracy

12

Mar 24, 2026

34.6Accuracy

12

Mar 24, 2026

43.1Accuracy

12

Mar 24, 2026

34.1Accuracy

12

Mar 24, 2026

33.1Accuracy

12

Mar 24, 2026

36.3Accuracy

12

Mar 24, 2026

94.1Accuracy

12

Mar 24, 2026

AsphPavT (test)

0.81Accuracy

12

Mar 24, 2026

AsphObst (test)

61.9Accuracy

12

Mar 24, 2026

Multiple Time Series Datasets (test)

59.67Accuracy

12

Mar 24, 2026

HandMovementDirection (HMD) (test)

42Accuracy

12

Jun 1, 2026

63.8Accuracy

12

Mar 11, 2026

UEA Archive 10 multivariate datasets 2018 (test)

1Average Rank

12

Mar 4, 2026

UCR Archive 10 univariate datasets 2018 (test)

1Average Rank

12

Mar 4, 2026

96.8Accuracy

12

Jun 1, 2026

UCR 92 datasets

90Mean Accuracy

11

Jun 23, 2026

Page 7 of 19

Popular datasets

UCR UEA UCR archive TSC Archive UWaveGestureLibrary

Follow for updates

Join SOTA2 Contact