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Regression on MoleculeNet Freesolv
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1.42
RMSE
TRIDENT
1.27436
2.25743
3.2405
4.22357
Nov 19, 2022
Apr 26, 2023
Oct 1, 2023
Mar 8, 2024
Aug 13, 2024
Jan 18, 2025
Jun 26, 2025
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
TRIDENT
variant=M-M
2025.06
1.42
Uni-Mol
2025.06
1.48
MolT5
2025.06
1.55
MolXPT
2025.06
1.6
BioT5
2025.06
1.63
MolFormer
2025.06
1.67
ChemRL-GEM
Fine-tuned=true
2022.11
1.877
SPMM
Pre-training=true, Fin...
2022.11
1.907
BioT5+
2025.06
1.98
D-MPNN
Fine-tuned=true
2022.11
2.082
GROVER_large
Fine-tuned=true
2022.11
2.272
MolFormer
Fine-tuned=true
2022.11
2.342
N-GramRF
Fine-tuned=true
2022.11
2.688
PretrainGNN
Fine-tuned=true
2022.11
2.764
SPMM (w/o pre-train)
Pre-training=false, Fi...
2022.11
3.018
N-GramXGB
Fine-tuned=true
2022.11
5.061
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