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Raisin

Benchmarks

Task NameDataset NameSOTA ResultTrend
Binary Classificationraisin
Accuracy87.7
21
Binary Classificationraisin
F1 Score87.7
21
Classificationraisin 25% label noise (test)
Accuracy87.4
14
Classificationraisin UCI (test)
Accuracy87.6
13
Binary Classificationraisin 25% label noise
Mean F1 Score87
7
Binary Classificationraisin 25% feature noise (test)
Accuracy87.4
7
Binary Classificationraisin 0% noise
Accuracy88
7
Binary Classificationraisin 25% feature noise
F1-score87.1
7
Binary classificationRaisin OOD (test)
Accuracy50.2
3
Empirical Logistic Risk EstimationRaisin D0 (test)
Mean Risk0.376
3
Hyperparameter OptimizationRaisin UCI (test)
Metric-
0
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