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Papers Benchmarks Datasets Tasks

Shuttle dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Shuttle

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multiclass Classification

shuttle

1Weighted F1

9

Multiclass imbalanced classification

shuttle

1AUC

9

Multiclass Imbalanced Classification

shuttle

1G-Mean

9

Shuttle (UCI)

57.03ARI

8

Drift Detection

Shuttle Real

99.44Accuracy

8

Anomaly Detection

Shuttle

96F1 Score

7

Nonstationary backward transfer

Shuttle

0.183BWT ARI

7

Incremental Clustering

Shuttle

0.532Avg Inc ARI

7

Shuttle unseen future domain

0.24Error Rate

7

Tabular Classification

shuttle small-d 16

74.8Performance Score

6

Binary Classification

shuttle

0.743AUC

6

Object Detection

Shuttle

47.6mAP

6

Contextual Bandit

Shuttle OpenML

106.9Final Cumulative Regret

6

Anomaly Detection

Shuttle Stationary

0.996AUC

6

Dimensionality Reduction

Shuttle

1.04Runtime (s)

5

Outlier Detection

shuttle

0.978AUPRC

5

Dimension Reduction

Shuttle 58000x9

94Runtime (s)

5

Mixture Proportion Estimation

Shuttle

0.053MAE

4

Random Forest Compilation

shuttle

99.82Accuracy

2

Average Cost Minimization (POMDP)

Shuttle

1.842Lower Bound (LB)

1

shuttle

—Primary metric

0

shuttle

—Primary metric

0

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Popular tasks

Clustering Classification Anomaly Detection Outlier Detection Online Class-Incremental Learning

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