Molecular property prediction on PPI 50-shot (test)
0.5742ROC-AUCSUPThard
Evaluation results
| Method | Links | |
|---|---|---|
| SUPThardPre-training strategy=EdgePred, Shots=502024.02 | 0.5742 | |
| SUPTsoftPre-training strategy=EdgePred, Shots=502024.02 | 0.5726 | |
| SUPThardPre-training strategy=AttrMasking, Shots=502024.02 | 0.5658 | |
| SUPTsoftPre-training strategy=AttrMasking, Shots=502024.02 | 0.5658 | |
| SUPTsoftPre-training strategy=Infomax, Shots=502024.02 | 0.5629 | |
| SUPThardPre-training strategy=Infomax, Shots=502024.02 | 0.5616 | |
| SUPTsoftPre-training strategy=ContextPred, Shots=502024.02 | 0.5615 | |
| SUPThardPre-training strategy=ContextPred, Shots=502024.02 | 0.5612 | |
| GPF-plusPre-training strategy=EdgePred, Shots=502024.02 | 0.5288 | |
| GPFPre-training strategy=EdgePred, Shots=502024.02 | 0.5279 | |
| GPF-plusPre-training strategy=Infomax, Shots=502024.02 | 0.5244 | |
| GPFPre-training strategy=Infomax, Shots=502024.02 | 0.5239 | |
| GPF-plusPre-training strategy=AttrMasking, Shots=502024.02 | 0.5212 | |
| GPFPre-training strategy=AttrMasking, Shots=502024.02 | 0.5205 | |
| GPF-plusPre-training strategy=ContextPred, Shots=502024.02 | 0.5148 | |
| GPFPre-training strategy=ContextPred, Shots=502024.02 | 0.5142 | |
| SUPThardPre-training strategy=GCL, Shots=502024.02 | 0.5048 | |
| SUPTsoftPre-training strategy=GCL, Shots=502024.02 | 0.5032 | |
| FTPre-training strategy=GCL, Shots=502024.02 | 0.4994 | |
| FTPre-training strategy=Infomax, Shots=502024.02 | 0.4879 | |
| FTPre-training strategy=AttrMasking, Shots=502024.02 | 0.4817 | |
| FTPre-training strategy=EdgePred, Shots=502024.02 | 0.4762 | |
| FTPre-training strategy=ContextPred, Shots=502024.02 | 0.4633 | |
| GPF-plusPre-training strategy=GCL, Shots=502024.02 | 0.4608 | |
| GPFPre-training strategy=GCL, Shots=502024.02 | 0.46 |