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Benchmarks
Tabular Classification on IO
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80.2
Accuracy
TabII
53.992
60.796
67.6
74.404
Jan 22, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
TabII
2026.01
80.2
CatBoost
Inference Columns=Trai...
2026.01
79
ResNet
Inference Columns=Trai...
2026.01
78.6
XGBoost
Inference Columns=Trai...
2026.01
78.5
MLP
Inference Columns=Trai...
2026.01
77.3
TabPFN-v2
ICL Setup=add test wit...
2026.01
74.5
TabPFN-v2
ICL Setup=add test wit...
2026.01
74.5
SCARF
Inference Columns=Trai...
2026.01
74.4
FT-Trans
Inference Columns=Trai...
2026.01
72.2
TabPFN-v2
ICL Setup=with train s...
2026.01
71.9
TabNet
Inference Columns=Trai...
2026.01
70.5
LR
Inference Columns=Trai...
2026.01
63.7
TransTab
Inference Columns=All...
2026.01
63.7
TabLLM
Model Type=LLM-assisted
2026.01
62.8
MediTab
Model Type=LLM-assisted
2026.01
62.2
FT-Trans*
Inference Columns=All...
2026.01
55
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