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ResearchFormerly WizWand

Molecular Property Prediction on ToxCast

0.6454ROC-AUCCHCL
0.6231440.6289220.63470.640478May 22, 2022Jan 16, 2023Sep 13, 2023May 10, 2024Jan 4, 2025Sep 1, 2025Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CHCLModel=CHCL2026.040.6454
GMCLModel=GMCL2026.040.6421
AttrMaskingPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.642
AttrMaskingModel=AttrMasking2026.040.642
GraphMAEPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.641
EdgePredModel=EdgePred2026.040.641
ContextPredPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.639
ContextPredModel=ContextPred2026.040.639
GraphLoGPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.635
AutoGCLModel=AutoGCL2026.040.6347
No PretrainModel=No Pretrain2026.040.634
No-pretrainPre-training dataset=None, Protocol=Supervised2022.050.633
AD-GCLModel=AD-GCL2026.040.6307
JOAOModel=JOAO2026.040.6294
JOAOPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.629
InfomaxPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.627
InfomaxModel=Infomax2026.040.627
GraphCLPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.624
GraphCLModel=GraphCL2026.040.624