List your company

ResearchFormerly WizWand

ECG200

Benchmarks

TaskDatasetSOTA resultTrendResults

Caption-based Classification

ECG200

73Accuracy

15

Time Series Classification

ECG200 few-shot (test)

79Accuracy

8

Time Series Generation

ECG200 (70% drop)

0.39DS

8

Time Series Generation

ECG200 (50% drop)

0.25DS Score

8

Continuous Time Series Generation

ECG200 70% missing

0.836MIR Score

8

Continuous Time Series Generation

ECG200 50% missing

0.816MIR

8

Continuous Time Series Generation

ECG200 30% missing

76.92MIR

8

Univariate Time Series Clustering

ECG200

83.54F1 Score

6

Global counterfactual explanation selection for time-series clustering

ECG200

59.8Effectiveness

6

Local Counterfactual Explanation

ECG200

100Effectiveness

5

Functional Classification

ECG200 (10-fold cross-val)

0.92F1 Score

5

Time Series Classification

ECG200 (test)

87.1Accuracy

5

2-class segmentation

ECG200

99.925Precision

3

Time Series Chain Discovery

ECG200

21Hit Rate

3

ECG200 UCR archive (test)

88.11AUC

2