ADMET property optimization on Prompt-MolOpt benchmark leaderboard · SOTA2 Research

ADMET property optimization on Prompt-MolOpt

0.934ESOL ScoreFORGE (QwenAtom + S1 + S2) + Multi-turn FT

Evaluation Results

Method
FORGE (QwenAtom + S1 + S2) + Multi-turn FT2026.05	0.934	0.969	0.863	0.993	0.828	4.587
QwenAtom + S2 + Multi-turn FT2026.05	0.928	0.941	0.828	0.993	0.784	4.474
Prompt-MolOpt2026.05	0.893	0.936	0.857	0.923	0.857	4.466
QwenAtom + Single-turn FT2026.05	0.892	0.918	0.803	0.991	0.775	4.379
QwenAtom + S2 + Multi-turn FT2026.05	0.807	0.915	0.811	0.979	0.723	4.235
FORGE (QwenAtom + S1 + S2) + Multi-turn FT2026.05	0.78	0.949	0.847	0.982	0.744	4.302
QwenAtom + Single-turn FT2026.05	0.75	0.89	0.787	0.98	0.707	4.114
Prompt-MolOpt2026.05	0.443	0.527	0.666	0.674	0.4	2.71
QwenAtom + S2 + Multi-turn FT2026.05	0.4	0.676	0.566	0.842	0.376	2.86
FORGE (QwenAtom + S1 + S2) + Multi-turn FT2026.05	0.376	0.715	0.575	0.832	0.384	2.882
QwenAtom + Single-turn FT2026.05	0.345	0.682	0.559	0.841	0.359	2.786
Prompt-MolOpt2026.05	0.104	0.164	0.257	0.225	0.074	0.824