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Molecular Property Prediction on Tox21

90.7ROC AUC

MolSight

Updated 22d ago

Evaluation Results

Method	Links
MolSight 2026.05		90.7
MvMRL 2026.03		84.5
MPNN 2026.03		84.4
N-Gram 2026.03		84.2
GROVER 2026.03		84.2
DMMRL 2026.03		84.2
SGGRL 2026.03		83.7
GCN 2026.03		82.9
Weave 2026.03		82
FP-GNN 2026.03		81.5
Transformer 2026.03		81.3
GraSeq 2026.03		81
RNN 2026.03		80.6
ChemATP 2025.12		80.23
UniMol 2025.12		79.6
MOLEBLEND 2026.05		77.8
MOLINTERACT 2026.05		77.3
Uni-Mol 2026.05		77
MoleculeSDE 2026.05		76.8
AttrMasking 2022.05		76.7
AttrMasking 2026.04		76.7
AD-GCL 2026.04		76.54
CHCL 2026.04		76.06
EdgePred 2026.04		76
GraphMVP 2025.12		75.9
ContextPred 2022.05		75.7
GraphLoG 2022.05		75.7
ContextPred 2026.04		75.7
AutoGCL 2026.04		75.69
MoMu 2025.12		75.6
GraphMAE 2022.05		75.5
Infomax 2022.05		75.3
Infomax 2026.04		75.3
JOAO 2022.05		75
JOAO 2026.04		74.98
GMCL 2026.04		74.94
LLM4SD 2025.12		74.7
InstructMol 2025.12		74.7
GraphMVP 2026.05		74.5
3D InfoMax 2026.05		74.5
No-pretrain 2022.05		74.3
No Pretrain 2026.04		74
GraphCL 2022.05		73.9
GraphCL 2026.04		73.87
MolRAG 2025.12		66.42
CoT 2025.12		59.58
DA 2025.12		56.85