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Binary Classification on TabArena Customer v0.1 (test)
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0.738
ROC AUC
Agentic Tree
0.54144
0.59247
0.6435
0.69453
Sep 25, 2025
ROC AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROC AUC
Agentic Tree
Backbone=TabPFN+CART
2025.09
0.738
XGBoost
Source=TabArena
2025.09
0.738
TabM
Source=TabArena
2025.09
0.738
TabPFNv2
Source=TabArena
2025.09
0.738
Agentic Tree
Backbone=CART
2025.09
0.717
DeLTA
Backbone=RF+TabPFN
2025.09
0.706
OC-Tree
Configuration=XGBoost
2025.09
0.705
CART
Configuration=Tuned
2025.09
0.698
DeLTA
Backbone=RF+CART
2025.09
0.649
CART
Configuration=Default
2025.09
0.549
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