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Change Point Detection research benchmarks – Page 2 · SOTA2 Research

Change Point Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.99RI

6

Mar 10, 2026

98F1-score

6

Mar 10, 2026

88F1-score

6

Mar 10, 2026

76F1-score

6

Mar 10, 2026

99F1 Score

6

Mar 10, 2026

100F1-score

6

Mar 10, 2026

97F1 Score

6

Mar 10, 2026

97F1-score

6

Mar 10, 2026

97F1-score

6

Mar 10, 2026

93F1 Score

6

Mar 10, 2026

97F1-score

6

Mar 10, 2026

97F1 Score

6

Mar 10, 2026

Synthetic data Example 1

5Detection Delay

5

Mar 24, 2026

Synthetic data Example 4 (test)

0False Alarm Rate

5

Feb 26, 2026

Synthetic data Example 3 (test)

0FA Rate

5

Feb 26, 2026

Synthetic data Example 2 (test)

0FA

5

Feb 26, 2026

Synthetic data Example 1 (test)

0FA Rate

5

Feb 26, 2026

Synthetic Data Random Mean Parameter Assignment

99.9True Positive Rate

4

Jun 5, 2026

Synthetic Data Repeating Mean Parameter Assignment

93.2True Positives

4

Jun 5, 2026

Algorithm 2.2 + FTAL

1False Alarm Rate (FA)

4

Mar 24, 2026

Synthetic data Example 2

11.2Detection Delay

4

Mar 24, 2026

General Evaluation

1Complexity (Per Step)

4

Mar 17, 2026

NYC Vehicle Collisions

13FNR

4

Feb 26, 2026

WannaCry Cyber Attack

21FNR

4

Feb 26, 2026

Synthetic Hawkes Process dataset

13FNR

4

Feb 26, 2026

Page 2 of 3

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