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Tabular data classification on 48 OpenML tabular datasets
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96.9
Median AUC
XGBoost
93.78
94.59
95.4
96.21
Jan 29, 2026
Median AUC
Median F1 Score
Median Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Median AUC
Median F1 Score
Median Accuracy
XGBoost
Tuned=true
2026.01
96.9
92.1
92.3
TabPFN
In-Context Distillatio...
2026.01
96.7
89.9
90.2
XGBoost
Tuned=false
2026.01
95.3
89.3
89.4
TabPFN
In-Context Distillatio...
2026.01
95.1
84.7
84.4
TabNet
2026.01
93.9
88.7
88.7
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