Molecular Property Prediction on MUV 50-shot (test)
0.6873ROC-AUCSUPTsoft
Evaluation Results
| Method | Links | |
|---|---|---|
| SUPTsoftPre-training strategy=EdgePred, Shots=502024.02 | 0.6873 | |
| SUPThardPre-training strategy=EdgePred, Shots=502024.02 | 0.6839 | |
| SUPTsoftPre-training strategy=Infomax, Shots=502024.02 | 0.6827 | |
| GPF-plusPre-training Strategy=EdgePred2022.09 | 0.6816 | |
| GPFPre-training Strategy=EdgePred2022.09 | 0.6808 | |
| GPFPre-training Strategy=Infomax2022.09 | 0.68 | |
| GPFPre-training strategy=Infomax, Shots=502024.02 | 0.68 | |
| GPF-plusPre-training strategy=Infomax, Shots=502024.02 | 0.6799 | |
| SUPThardPre-training strategy=Infomax, Shots=502024.02 | 0.6797 | |
| GPF-plusPre-training Strategy=Infomax2022.09 | 0.6788 | |
| GPFPre-training strategy=EdgePred, Shots=502024.02 | 0.6758 | |
| GPF-plusPre-training strategy=EdgePred, Shots=502024.02 | 0.6751 | |
| Fine-tuningPre-training Strategy=EdgePred2022.09 | 0.6688 | |
| FTPre-training strategy=EdgePred, Shots=502024.02 | 0.6688 | |
| Fine-tuningPre-training Strategy=Infomax2022.09 | 0.6612 | |
| FTPre-training strategy=Infomax, Shots=502024.02 | 0.6612 | |
| GPF-plusPre-training Strategy=ContextPred2022.09 | 0.6451 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 0.6384 | |
| SUPThardPre-training strategy=ContextPred, Shots=502024.02 | 0.6254 | |
| SUPThardPre-training strategy=AttrMasking, Shots=502024.02 | 0.622 | |
| SUPTsoftPre-training strategy=AttrMasking, Shots=502024.02 | 0.6215 | |
| GPF-plusPre-training strategy=AttrMasking, Shots=502024.02 | 0.621 | |
| GPFPre-training Strategy=ContextPred2022.09 | 0.6193 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 0.6134 | |
| SUPTsoftPre-training strategy=ContextPred, Shots=502024.02 | 0.6132 | |
| GPFPre-training strategy=AttrMasking, Shots=502024.02 | 0.6084 | |
| GPFPre-training strategy=ContextPred, Shots=502024.02 | 0.6026 | |
| GPF-plusPre-training strategy=ContextPred, Shots=502024.02 | 0.6005 | |
| Fine-tuningPre-training Strategy=AttrMasking2022.09 | 0.5935 | |
| FTPre-training strategy=AttrMasking, Shots=502024.02 | 0.5935 | |
| Fine-tuningPre-training Strategy=ContextPred2022.09 | 0.5614 | |
| FTPre-training strategy=ContextPred, Shots=502024.02 | 0.5614 | |
| SUPTsoftPre-training strategy=GCL, Shots=502024.02 | 0.5294 | |
| SUPThardPre-training strategy=GCL, Shots=502024.02 | 0.5286 | |
| GPFPre-training strategy=GCL, Shots=502024.02 | 0.5192 | |
| GPF-plusPre-training strategy=GCL, Shots=502024.02 | 0.4953 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 0.4788 | |
| GPFPre-training Strategy=GCL2022.09 | 0.4722 | |
| Fine-tuningPre-training Strategy=GCL2022.09 | 0.4673 | |
| FTPre-training strategy=GCL, Shots=502024.02 | 0.4673 |