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Tabular Learning on Long-context 15 datasets v2 (test)
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0.523
Avg. Normalized RMSE
AutoGluon
0.50716
0.61408
0.721
0.82792
Aug 30, 2025
Avg. Normalized RMSE
Average AUC
Updated 1d ago
Evaluation Results
Method
Method
Links
Avg. Normalized RMSE
Average AUC
AutoGluon
Avg. Fit Time (s)=1301...
2025.08
0.523
84.6
TabDPT
Tuning status=Default,...
2025.08
0.524
81.8
ModernNCA
Tuning status=Default,...
2025.08
0.534
83.3
TabPFNv2
Chunking=true, Avg. Fi...
2025.08
0.534
82.6
CatBoost
Tuning status=Tuned, E...
2025.08
0.538
84.5
CatBoost
Tuning status=Tuned, A...
2025.08
0.538
84.5
CatBoost
Tuning status=Default,...
2025.08
0.543
84.5
TabM
Tuning status=Default,...
2025.08
0.551
83.3
KNN
Tuning status=Default,...
2025.08
0.919
64.3
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