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Molecular activity prediction on MoleculeACE (Aggregate)

30Win Count

TabPFN-CheMeleonFP

Updated 1mo ago

Evaluation Results

Method	Links
TabPFN-CheMeleonFP 2026.04		30	100	2.1
TabICL-CheMeleonFP 2026.04		23	76.7	4
TabPFN-Mordred 2026.04		20	66.7	4.73
TabICL-RDKit2d 2026.04		16	53.3	5.3
TabPFN-RDKit2d 2026.04		15	50	5.2
CheMeleon 2026.04		11	36.7	7.53
TabICL-Mordred 2026.04		10	33.3	7.37
TabICL-CLAMP 2026.04		9	30	8
TabPFN-CLAMP 2026.04		7	23.3	8.33
TabPFN-Morgan 2026.04		6	20	10.1
RF Morgan 2026.04		6	20	11.27
minimol 2026.04		4	13.3	11.83
TabICL-Morgan 2026.04		3	10	16.17
RF 2026.04		2	6.7	12.63
CatBoost-Mordred 2026.04		1	3.3	11.87
fastprop 2026.04		0	0	16.37
RF Mordred 2026.04		0	0	17.17
MoLFormer 2026.04		0	0	18.5
MLP PLR Pretrained 2026.04		0	0	18.67
PCA MLP Prefitted 2026.04		0	0	19.1
PCA MLP 2026.04		0	0	19.73
XGBoost-Mordred 2026.04		0	0	20.37
Chemprop Mordred 2026.04		0	0	20.73
Chemprop 2026.04		0	0	24.07
TabICL-SMI-TED 2026.04		0	0	24.93
TabPFN-SMI-TED 2026.04		0	0	25
MolCLR 2026.04		0	0	26.93