Molecular Property Prediction on TDC and MoleculeNet benchmark leaderboard · SOTA2 Research

Molecular Property Prediction on TDC and MoleculeNet

0.828AMES ScoreGLACIER (MiniMol)

Evaluation Results

Method	Links
GLACIER (MiniMol)2026.06		0.828	0.895	0.9	0.769	0.856	0.803	0.687	0.786	0.668	0.799
GLACIER (Mi-Mo)2026.06		0.824	0.883	0.915	0.768	0.848	0.783	0.657	0.783	0.663	0.792
MiniMol2026.06		0.818	0.813	0.879	0.787	0.857	0.801	0.623	0.77	0.68	0.781
GLACIER (MolFormer)2026.06		0.809	0.861	0.908	0.785	0.844	0.773	0.638	0.758	0.644	0.78
COATI2026.06		0.799	0.815	0.752	0.814	0.685	0.902	0.743	0.74	0.633	0.765
RMAT-4M2026.06		0.797	0.844	0.897	0.701	0.806	0.798	0.683	0.755	0.64	0.769
MolFormer2026.06		0.795	0.865	0.881	0.759	0.804	0.778	0.605	0.714	0.615	0.757
Chemeleon2026.06		0.76	0.849	0.784	0.819	0.634	0.884	0.784	0.728	0.636	0.764
GIT-Mol2026.06		0.758	0.813	0.864	0.731	0.771	0.745	0.666	0.571	0.598	0.724
ChemBERTa-100M2026.06		0.755	0.805	0.899	0.707	0.769	0.742	0.588	0.679	0.593	0.726
CL-MFAP2026.06		0.742	0.801	0.862	0.748	0.771	0.759	0.612	0.701	0.608	0.734
ChemGPT-19M2026.06		0.74	0.817	0.885	0.72	0.777	0.722	0.631	0.708	0.612	0.735
ChemFM-1B2026.06		0.737	0.872	0.883	0.711	0.758	0.747	0.668	0.703	0.612	0.744