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Chemical Property Prediction on 11 Engineering Datasets

11Win Count

TabPFN

Updated 1mo ago

Evaluation Results

Method	Links
TabPFN 2026.04		11	100	2
TabPFN 2026.04		11	100	3.18
TabICL 2026.04		11	100	3.45
TabICL 2026.04		10	90.9	4.27
TabPFN 2026.04		10	90.9	5.73
CatBoost 2026.04		10	90.9	6.73
CheMeleon 2026.04		10	90.9	8.91
TabICL 2026.04		9	81.8	9.27
TabPFN 2026.04		9	81.8	11.09
CatBoost 2026.04		8	72.7	10.09
TabICL 2026.04		8	72.7	12.27
XGBoost 2026.04		8	72.7	14.55
XGBoost 2026.04		8	72.7	15.73
CatBoost 2026.04		7	63.6	10.64
RF 2026.04		7	63.6	13.27
RF 2026.04		7	63.6	14.82
RF 2026.04		6	54.5	17.27
CatBoost 2026.04		5	45.5	15.18
XGBoost 2026.04		5	45.5	19.09
RF 2026.04		4	36.4	17.64
XGBoost 2026.04		4	36.4	18.09
Chemprop GNN 2026.04		4	36.4	19.73