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Benchmarks
Tabular Classification on AD
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85.4
Accuracy
TabII
75.832
78.316
80.8
83.284
Jan 22, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
TabII
2026.01
85.4
TabPFN-v2
ICL Setup=add test wit...
2026.01
82.2
FT-Trans
Inference Columns=Trai...
2026.01
81.9
LR
Inference Columns=Trai...
2026.01
81.8
ResNet
Inference Columns=Trai...
2026.01
81.8
SCARF
Inference Columns=Trai...
2026.01
81.8
XGBoost
Inference Columns=Trai...
2026.01
81.7
CatBoost
Inference Columns=Trai...
2026.01
81.7
MLP
Inference Columns=Trai...
2026.01
81.7
TabNet
Inference Columns=Trai...
2026.01
81.5
TabPFN-v2
ICL Setup=add test wit...
2026.01
81.5
MediTab
Model Type=LLM-assisted
2026.01
81.4
TransTab
Inference Columns=All...
2026.01
81.2
TabLLM
Model Type=LLM-assisted
2026.01
80.4
TabPFN-v2
ICL Setup=with train s...
2026.01
80.2
FT-Trans*
Inference Columns=All...
2026.01
76.2
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