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ResearchFormerly WizWand

CMC

Benchmarks

TaskDatasetSOTA resultTrendResults

Multiclass Classification

cmc

56.6Accuracy

41

Anomaly Detection

cmc

63.26ROC-AUC

14

Anomaly Detection

cmc

0.07PR-AUC

14

CMC 10-shot

46.3Accuracy

13

CMC OpenML-CC18 (test)

40.81Accuracy

13

Drift Detection and Model Selection

CMC

0.4Kappa (κ)

10

Multi-class Classification

CMC

60.4Accuracy

8

cmc

0.709ROC AUC

6

cmc UCI KEEL (test)

80Accuracy

6

Missing Data Imputation

CMC

0.3Runtime (s)

5

3D Multi-Object Tracking

CMC Sequence 5

62FP Count

4

3D Multi-Object Tracking

CMC Sequence 4

0False Positives

4

3D Multi-Object Tracking

CMC Sequence 3

11FP Count

4

3D Multi-Object Tracking

CMC Sequence 2

0FP Count

4

3D Multi-Object Tracking

CMC Sequence 1

0FP Count

4

SHAP value approximation

cmc (test)

0.97R^2

2