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ResearchFormerly WizWand

Regression on MoleculeNet Freesolv

1.42RMSETRIDENT
1.274362.257433.24054.22357Nov 19, 2022Apr 26, 2023Oct 1, 2023Mar 8, 2024Aug 13, 2024Jan 18, 2025Jun 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TRIDENTvariant=M-M2025.061.42
Uni-Mol2025.061.48
MolT52025.061.55
MolXPT2025.061.6
BioT52025.061.63
MolFormer2025.061.67
ChemRL-GEMFine-tuned=true2022.111.877
SPMMPre-training=true, Fine-tuned=true2022.111.907
BioT5+2025.061.98
D-MPNNFine-tuned=true2022.112.082
GROVER_largeFine-tuned=true2022.112.272
MolFormerFine-tuned=true2022.112.342
N-GramRFFine-tuned=true2022.112.688
PretrainGNNFine-tuned=true2022.112.764
SPMM (w/o pre-train)Pre-training=false, Fine-tuned=true2022.113.018
N-GramXGBFine-tuned=true2022.115.061