Molecular property prediction on MUV
78.03ROC AUCGMCL
Evaluation results
| Method | Links | |
|---|---|---|
| GMCLModel=GMCL2026.04 | 78.03 | |
| GraphMAEPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 76.3 | |
| GraphLoGPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 76 | |
| AutoGCLModel=AutoGCL2026.04 | 75.83 | |
| ContextPredPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 75.8 | |
| ContextPredModel=ContextPred2026.04 | 75.8 | |
| CHCLModel=CHCL2026.04 | 75.43 | |
| InfomaxPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 75.3 | |
| InfomaxModel=Infomax2026.04 | 75.3 | |
| AttrMaskingPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 74.7 | |
| AttrMaskingModel=AttrMasking2026.04 | 74.7 | |
| EdgePredModel=EdgePred2026.04 | 74.1 | |
| AD-GCLModel=AD-GCL2026.04 | 72.3 | |
| No PretrainModel=No Pretrain2026.04 | 71.8 | |
| No-pretrainPre-training dataset=None, Protocol=Supervised2022.05 | 71.7 | |
| JOAOPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 71.7 | |
| JOAOModel=JOAO2026.04 | 71.66 | |
| GraphCLPre-training dataset=ZINC15, Protocol=Fine-tuning2022.05 | 69.8 | |
| GraphCLModel=GraphCL2026.04 | 69.8 |