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Binary Classification on Diabetes TabArena v0.1 (test)
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84.6
ROC AUC
TabPFNv2
66.92
71.51
76.1
80.69
Sep 25, 2025
ROC AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROC AUC
TabPFNv2
Source=TabArena
2025.09
84.6
Agentic Tree
Backbone=TabPFN+CART
2025.09
84.3
XGBoost
Source=TabArena
2025.09
83.9
TabM
Source=TabArena
2025.09
83.8
OC-Tree
Configuration=XGBoost
2025.09
82.3
DeLTA
Backbone=RF+TabPFN
2025.09
80.9
Agentic Tree
Backbone=CART
2025.09
79.9
CART
Configuration=Tuned
2025.09
77.9
DeLTA
Backbone=RF+CART
2025.09
77.4
CART
Configuration=Default
2025.09
67.6
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