imbalanced datasets
Benchmarks
TaskDatasetSOTA resultTrendResults
14 imbalanced datasets SCAR assumption macro-averaged
0.92ROC AUC
36
27 imbalanced datasets
1Avg Rank (DT)
20
14 imbalanced datasets SAR - 75% labeled
0.92ROC-AUC
12
14 imbalanced datasets SAR - 50% labeled
92ROC-AUC
12
14 imbalanced datasets SAR - 25% labeled
0.92ROC-AUC
12
20 imbalanced datasets aggregated
1.62Accuracy Avg Rank
9
Eight standard imbalanced datasets (Augmented Data)
100Precision
2
Eight standard imbalanced datasets Synthetic Data
16Accuracy
1