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Benchmarks
Multiclass Classification on Maternal TabArena v0.1 (test)
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0.413
LogLoss
TabPFNv2
0.21192
1.56921
2.9265
4.28379
Sep 25, 2025
LogLoss
Updated 1mo ago
Evaluation Results
Method
Method
Links
LogLoss
TabPFNv2
Source=TabArena
2025.09
0.413
XGBoost
Source=TabArena
2025.09
0.423
Agentic Tree
Backbone=TabPFN+CART
2025.09
0.426
TabM
Source=TabArena
2025.09
0.45
OC-Tree
Configuration=XGBoost
2025.09
0.587
DeLTA
Backbone=RF+TabPFN
2025.09
0.738
Agentic Tree
Backbone=CART
2025.09
0.739
DeLTA
Backbone=RF+CART
2025.09
0.742
CART
Configuration=Tuned
2025.09
0.849
CART
Configuration=Default
2025.09
5.44
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