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Multiclass Classification on MIC TabArena v0.1 (test)
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0.438
LogLoss
TabM
0.17992
1.92196
3.664
5.40604
Sep 25, 2025
LogLoss
Updated 1mo ago
Evaluation Results
Method
Method
Links
LogLoss
TabM
Source=TabArena
2025.09
0.438
Agentic Tree
Backbone=TabPFN+CART
2025.09
0.445
TabPFNv2
Source=TabArena
2025.09
0.445
XGBoost
Source=TabArena
2025.09
0.446
Agentic Tree
Backbone=CART
2025.09
0.467
OC-Tree
Configuration=XGBoost
2025.09
0.468
CART
Configuration=Tuned
2025.09
0.538
DeLTA
Backbone=RF+TabPFN
2025.09
1.432
DeLTA
Backbone=RF+CART
2025.09
1.438
CART
Configuration=Default
2025.09
6.89
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