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Multiclass Classification on Phishing TabArena v0.1 (test)
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0.218
LogLoss
Agentic Tree
0.07392
1.04646
2.019
2.99154
Sep 25, 2025
LogLoss
Updated 1mo ago
Evaluation Results
Method
Method
Links
LogLoss
Agentic Tree
Backbone=TabPFN+CART
2025.09
0.218
TabPFNv2
Source=TabArena
2025.09
0.223
TabM
Source=TabArena
2025.09
0.24
XGBoost
Source=TabArena
2025.09
0.255
OC-Tree
Configuration=XGBoost
2025.09
0.285
Agentic Tree
Backbone=CART
2025.09
0.476
DeLTA
Backbone=RF+TabPFN
2025.09
0.628
DeLTA
Backbone=RF+CART
2025.09
0.647
CART
Configuration=Tuned
2025.09
0.674
CART
Configuration=Default
2025.09
3.82
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