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Benchmarks
Tabular Classification on DI
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74.9
Accuracy
TabII
64.188
66.969
69.75
72.531
Jan 22, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
TabII
2026.01
74.9
TransTab
Inference Columns=All...
2026.01
71.3
FT-Trans
Inference Columns=Trai...
2026.01
69.8
TabPFN-v2
ICL Setup=add test wit...
2026.01
69.5
TabPFN-v2
ICL Setup=add test wit...
2026.01
69.5
MediTab
Model Type=LLM-assisted
2026.01
68.8
ResNet
Inference Columns=Trai...
2026.01
68.5
LR
Inference Columns=Trai...
2026.01
68
TabLLM
Model Type=LLM-assisted
2026.01
68
TabPFN-v2
ICL Setup=with train s...
2026.01
68
SCARF
Inference Columns=Trai...
2026.01
67.2
MLP
Inference Columns=Trai...
2026.01
66.9
TabNet
Inference Columns=Trai...
2026.01
66.8
CatBoost
Inference Columns=Trai...
2026.01
65.6
FT-Trans*
Inference Columns=All...
2026.01
65.3
XGBoost
Inference Columns=Trai...
2026.01
64.6
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