Magic
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Magic
0.002DCR-005
10
Magic
99.75NMIS
10
Magic
99.18TREND Score
10
Magic
0.997WNMIS
10
Magic
0.996C2ST (LR)
10
Magic
0.994SHAPE
10
Magic
0.75Error Rate (%)
9
Magic
0.79Error Rate
9
Magic
99Alpha Precision
9
Magic
0.998C2ST Score
9
Magic N=400 (train)
82F1 Score
9
Magic
2.44Training Time (min)
8
Magic
94.6MLE
8
Magic N=800 (train)
82F1 Score
8
Magic imbalanced (test)
91.6PR-AUC
8
magic
0.89Cohen's Kappa
8
MAGIC (out-of-fold)
43.4PR-AUC
7
Magic real-world (test)
88Accuracy
7
magic
0.875Accuracy
7
Magic
31.05Runtime (s)
6
magic out-of-sample
0.471MAE
6
Magic
1.33W2 Distance
6
MAGIC
97Record Index (RI)
6
MAGIC
88F1-score
6
magic UCI (test)
85.4Accuracy
6