Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

Heart

Benchmarks

Task NameDataset NameSOTA ResultTrend
Classificationheart
Accuracy88.2
59
Boolean Matrix Factorizationheart
BMF Error-1
30
Medical Image SegmentationHeart Task-1
Dice Score87.65
26
ClassificationHeart
ROC-AUC94.1
24
Classificationheart (test)
Accuracy84.71
21
Classificationheart
Precision86.49
18
Classificationheart
MMC Score70.69
18
Classificationheart
Recall81.67
18
Binary ClassificationHeart
Mean AUC93.08
17
Time Series Anomaly DetectionHeart
F1 Score85.4
16
Medical Image SegmentationHeart (test)
DSC97.17
16
Binary Classificationheart (test)
Error Rate16.25
16
ClassificationHeart (three random train-test)
Accuracy86.4
15
Tabular Classification with Feature SelectionHeart
Accuracy83.11
14
Tabular ClassificationHeart (test)
Accuracy84.7
14
Tabular Anomaly DetectionHeart
AUC ROC0.842
14
Dynamic Feature SelectionHeart 5-fold CV
AUAC-F182.89
13
Binary ClassificationHeart
Accuracy91.65
12
Classificationheart (val)
AUROC0.951
12
Missing data imputationHeart 30% MCAR
Average Error0.15
11
ClassificationHeart
Accuracy90.2
11
On-domain cell identity predictionHeart
Macro F191
10
3D Surface ReconstructionHeart 100
Chamfer Distance0.38
10
Multiclass Classificationheart
Weighted F1-score83.6
9
Multiclass Imbalanced Classificationheart
G-Mean81.6
9
Showing 25 of 58 rows