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Papers Benchmarks Datasets Tasks

Data Stream Classification research benchmarks – Page 2 · SOTA2 Research

Data Stream Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CaDrift Dataset 7

35.99Accuracy

7

Feb 26, 2026

CaDrift Dataset 6

80.26Accuracy

7

Feb 26, 2026

CaDrift Dataset 5

96.85Accuracy

7

Feb 26, 2026

CaDrift Dataset 4

86Accuracy

7

Feb 26, 2026

CaDrift Dataset 3

87.33Accuracy

7

Feb 26, 2026

CaDrift Dataset 2

73.82Accuracy

7

Feb 26, 2026

CaDrift Dataset 1

87.78Accuracy

7

Feb 26, 2026

AirQuality (AQ) 50 configurations

71Performance Score (Start Stage 1)

4

Mar 11, 2026

Page 2 of 2

Popular datasets

CaDrift Hyperplane mixedDrift movingSquares interchangingRBF

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