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Binary Classification on Fitness TabArena v0.1 (test)
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0.828
ROC AUC
Agentic Tree
0.60648
0.66399
0.7215
0.77901
Sep 25, 2025
ROC AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROC AUC
Agentic Tree
Backbone=TabPFN+CART
2025.09
0.828
TabPFNv2
Source=TabArena
2025.09
0.824
TabM
Source=TabArena
2025.09
0.822
Agentic Tree
Backbone=CART
2025.09
0.818
OC-Tree
Configuration=XGBoost
2025.09
0.815
XGBoost
Source=TabArena
2025.09
0.814
CART
Configuration=Tuned
2025.09
0.8
DeLTA
Backbone=RF+TabPFN
2025.09
0.797
DeLTA
Backbone=RF+CART
2025.09
0.738
CART
Configuration=Default
2025.09
0.615
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