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Binary Classification on CreditG TabArena v0.1 (test)
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0.792
ROC AUC
Agentic Tree
0.60792
0.65571
0.7035
0.75129
Sep 25, 2025
ROC AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROC AUC
Agentic Tree
Backbone=TabPFN+CART
2025.09
0.792
TabM
Source=TabArena
2025.09
0.792
XGBoost
Source=TabArena
2025.09
0.788
OC-Tree
Configuration=XGBoost
2025.09
0.775
DeLTA
Backbone=RF+TabPFN
2025.09
0.774
TabPFNv2
Source=TabArena
2025.09
0.761
DeLTA
Backbone=RF+CART
2025.09
0.742
Agentic Tree
Backbone=CART
2025.09
0.717
CART
Configuration=Tuned
2025.09
0.7
CART
Configuration=Default
2025.09
0.615
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