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Benchmarks
Tabular Classification on CG
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75.2
Accuracy
TabII
52.112
58.106
64.1
70.094
Jan 22, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
TabII
2026.01
75.2
TabPFN-v2
ICL Setup=add test wit...
2026.01
71.8
TabPFN-v2
ICL Setup=add test wit...
2026.01
70.6
TransTab
Inference Columns=All...
2026.01
69.8
TabPFN-v2
ICL Setup=with train s...
2026.01
69.2
FT-Trans
Inference Columns=Trai...
2026.01
68.6
MediTab
Model Type=LLM-assisted
2026.01
68.4
XGBoost
Inference Columns=Trai...
2026.01
68.2
ResNet
Inference Columns=Trai...
2026.01
67.9
CatBoost
Inference Columns=Trai...
2026.01
67.4
MLP
Inference Columns=Trai...
2026.01
67.2
SCARF
Inference Columns=Trai...
2026.01
67.2
LR
Inference Columns=Trai...
2026.01
67
FT-Trans*
Inference Columns=All...
2026.01
67
TabNet
Inference Columns=Trai...
2026.01
66
TabLLM
Model Type=LLM-assisted
2026.01
53
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