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ResearchFormerly WizWand

annealing

Benchmarks

TaskDatasetSOTA resultTrendResults

Outlier Detection

Annealing

0.524AP

11

Outlier Detection

Annealing

0.877AUC

11

Outlier Detection

Annealing

85.7AUC-ROC

11

Outlier Detection

Annealing

0.506AUC-PR

11

Clustering algorithm recommendation

Annealing UCI

12.47ARI

8

annealing Out-of-sample

18.07Mean Error

4

annealing (In-sample)

16.19Mean Error

4

Multi-Class Classification

Annealing (test)

86.6Macro F1 Score

4

annealing (test)

100Accuracy

4

SHAP value computation

Annealing (test)

269Median Runtime (s)

1

SHAP value calculation

Annealing

269Median Runtime (s)

1