Molecular Property Prediction on ToxCast
0.6454ROC-AUCCHCL
Evaluation Results
| Method | Links | |
|---|---|---|
| CHCLModel=CHCL2026.04 | 0.6454 | |
| GMCLModel=GMCL2026.04 | 0.6421 | |
| AttrMaskingPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 0.642 | |
| AttrMaskingModel=AttrMasking2026.04 | 0.642 | |
| GraphMAEPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 0.641 | |
| EdgePredModel=EdgePred2026.04 | 0.641 | |
| ContextPredPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 0.639 | |
| ContextPredModel=ContextPred2026.04 | 0.639 | |
| GraphLoGPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 0.635 | |
| AutoGCLModel=AutoGCL2026.04 | 0.6347 | |
| No PretrainModel=No Pretrain2026.04 | 0.634 | |
| No-pretrainPre-training dataset=None, Protocol=Supervised2022.05 | 0.633 | |
| AD-GCLModel=AD-GCL2026.04 | 0.6307 | |
| JOAOModel=JOAO2026.04 | 0.6294 | |
| JOAOPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 0.629 | |
| InfomaxPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 0.627 | |
| InfomaxModel=Infomax2026.04 | 0.627 | |
| GraphCLPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 0.624 | |
| GraphCLModel=GraphCL2026.04 | 0.624 |