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Benchmarks
Classification on blood-transfusion
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76.9
AUROC
HyConEx
50.588
57.419
64.25
71.081
Mar 16, 2025
May 17, 2025
Jul 19, 2025
Sep 20, 2025
Nov 22, 2025
Jan 24, 2026
Mar 28, 2026
AUROC
Updated 19d ago
Evaluation Results
Method
Method
Links
AUROC
HyConEx
2025.03
76.9
Logistic Regression
2025.03
74.9
IMN
2025.03
74.2
TabResNet
2025.03
74
TabPFN-Hybrid
Active Learning Strate...
2026.03
72.1
TabPFN-Proxy-Hybrid
Active Learning Strate...
2026.03
72
TabPFN-Coreset
Active Learning Strate...
2026.03
71.7
CatBoost
2025.03
70.9
TabPFN-Margin
Active Learning Strate...
2026.03
70.5
TabPFN-Random
Active Learning Strate...
2026.03
69.7
Random Forest
2025.03
66.6
XGBoost-Margin
Active Learning Strate...
2026.03
66
CatBoost-Margin
Active Learning Strate...
2026.03
65.6
LabelSpreading-Random
Active Learning Strate...
2026.03
60.9
Decision Tree
2025.03
59.9
TabNet
2025.03
51.6
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