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ResearchFormerly WizWand

Molecular Property Prediction on FreeSolv MoleculeNet (RMSE)

1.48RMSEUni-Mol
1.121123.543565.9668.38844Feb 7, 2026Feb 24, 2026Mar 13, 2026Mar 30, 2026Apr 16, 2026May 3, 2026May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Uni-MolPre-training status=W. pre-training2026.021.48
3D molecular representationModel=Uni-Mol2026.051.48
Attentive FPPre-training status=W/o. pre-training2026.022.073
Graph attentionModel=AttentiveFP2026.052.073
D-MPNNPre-training status=W/o. pre-training2026.022.082
GNNModel=D-MPNN2026.052.082
DARModel=Qwen3-4B2026.052.36
ChiDeKPre-training status=W/o. pre-training2026.022.412
MSEModel=Qwen3-4B2026.052.561
SFTModel=Qwen3-4B2026.052.755
PretrainGNNPre-training status=W. pre-training2026.022.764
Value HeadModel=Qwen3-4B2026.053.46
ICLModel=Qwen3-30B-A3B2026.054.16
ICLModel=Qwen3-4B2026.054.368
Molecular instructionModel=Mol-Instructions2026.056.891
Molecular LLMModel=LlaSMol2026.057.15
Chemical LLMModel=ChemLLM2026.0510.452