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CBF

Benchmarks

Task NameDataset NameSOTA ResultTrend
ClassificationCBF
Accuracy67.9
18
Time Series ClassificationCBF
Accuracy73.3
12
ClassificationCBF
Accuracy86.2
8
Global counterfactual explanation selection for time-series clusteringCBF
Effectiveness50.57
6
Local Counterfactual ExplanationCBF
Effectiveness100
5
Time Series ClassificationCBF (test)
Accuracy99.1
5
Time Series ClusteringCBF
Rand Index77.6
4
Time Series Counterfactual ExplanationsCBF
Validation Score1
3
3-class segmentationCBF 3-class (test)
Precision99.639
3
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