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 12 · SOTA2 Research

Time-series classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

81.35Accuracy

7

May 29, 2026

InseWbeat (test)

38.1Accuracy

7

Mar 24, 2026

83.67Accuracy

7

Feb 26, 2026

0.472AUPRC

7

Feb 26, 2026

38.75AUPRC

7

Feb 26, 2026

0.167AUPRC

7

Feb 26, 2026

27.5AUPRC

7

Feb 26, 2026

ECGFiveDays (test)

100Accuracy

7

Mar 17, 2026

Computers (test)

78.5Accuracy

7

Jun 23, 2026

CinCECGTorso (test)

92.1Accuracy

7

Jun 23, 2026

ChlorineConcentration (test)

68.2Accuracy

7

Jun 23, 2026

99.1Accuracy

7

Jun 23, 2026

BirdChicken (test)

92.7Accuracy

7

Jun 23, 2026

BeetleFly (test)

90.6Accuracy

7

Jun 23, 2026

ArrowHead (test)

85.1Accuracy

7

Jun 23, 2026

TwoLeadECG (test)

99.4Accuracy

7

Mar 17, 2026

77.89Accuracy

6

Jun 23, 2026

UEA 30 datasets

74.29Avg. Accuracy

6

May 20, 2026

UCR Archive 55 datasets (train test average)

5.85Feature Creation Time (s)

6

Apr 30, 2026

5.03Performance Gap

6

Mar 4, 2026

GunPointOldVersusYoung (UCR)

100Accuracy

6

Feb 26, 2026

66.48Accuracy

6

Feb 26, 2026

QFeat+HLogit-ET

89.32Accuracy

6

Feb 26, 2026

USCActivity (test)

QFeat+HLogit-ET

77.16Accuracy

6

Feb 26, 2026

UCIActivity (test)

99.17Accuracy

6

Feb 26, 2026

Page 12 of 19

Popular datasets

UCR UEA UCR archive TSC Archive UWaveGestureLibrary

Follow for updates

Join SOTA2 Contact