Molecular Property Prediction on HIV 50-shot (test)
68.19ROC-AUCGPF-plus
Evaluation results
| Method | Links | |
|---|---|---|
| GPF-plusPre-training strategy=AttrMasking, Shots=502024.02 | 68.19 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 68.05 | |
| SUPTsoftPre-training strategy=AttrMasking, Shots=502024.02 | 68.05 | |
| SUPThardPre-training strategy=AttrMasking, Shots=502024.02 | 67.99 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 67.94 | |
| GPFPre-training strategy=AttrMasking, Shots=502024.02 | 67.74 | |
| GPFPre-training Strategy=Infomax2022.09 | 67.68 | |
| Fine-tuningPre-training Strategy=AttrMasking2022.09 | 67.18 | |
| FTPre-training strategy=AttrMasking, Shots=502024.02 | 67.18 | |
| SUPTsoftPre-training strategy=Infomax, Shots=502024.02 | 67.04 | |
| SUPThardPre-training strategy=Infomax, Shots=502024.02 | 67.03 | |
| GPFPre-training strategy=Infomax, Shots=502024.02 | 66.97 | |
| GPF-plusPre-training Strategy=Infomax2022.09 | 66.8 | |
| GPF-plusPre-training strategy=Infomax, Shots=502024.02 | 66.71 | |
| GPFPre-training Strategy=EdgePred2022.09 | 66.22 | |
| Fine-tuningPre-training Strategy=Infomax2022.09 | 65.09 | |
| FTPre-training strategy=Infomax, Shots=502024.02 | 65.09 | |
| GPFPre-training Strategy=GCL2022.09 | 64.86 | |
| Fine-tuningPre-training Strategy=EdgePred2022.09 | 64.22 | |
| FTPre-training strategy=EdgePred, Shots=502024.02 | 64.22 | |
| SUPTsoftPre-training strategy=GCL, Shots=502024.02 | 64.05 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 63.99 | |
| SUPThardPre-training strategy=GCL, Shots=502024.02 | 63.82 | |
| SUPThardPre-training strategy=EdgePred, Shots=502024.02 | 63.44 | |
| GPF-plusPre-training strategy=GCL, Shots=502024.02 | 63.43 | |
| SUPTsoftPre-training strategy=EdgePred, Shots=502024.02 | 63.25 | |
| GPF-plusPre-training strategy=EdgePred, Shots=502024.02 | 62.85 | |
| GPFPre-training strategy=GCL, Shots=502024.02 | 62.72 | |
| GPFPre-training strategy=EdgePred, Shots=502024.02 | 62.32 | |
| GPF-plusPre-training Strategy=EdgePred2022.09 | 62.05 | |
| Fine-tuningPre-training Strategy=ContextPred2022.09 | 60.91 | |
| FTPre-training strategy=ContextPred, Shots=502024.02 | 60.91 | |
| GPF-plusPre-training Strategy=ContextPred2022.09 | 60.84 | |
| SUPTsoftPre-training strategy=ContextPred, Shots=502024.02 | 60.82 | |
| SUPThardPre-training strategy=ContextPred, Shots=502024.02 | 60.64 | |
| GPFPre-training Strategy=ContextPred2022.09 | 60.59 | |
| GPF-plusPre-training strategy=ContextPred, Shots=502024.02 | 60.19 | |
| Fine-tuningPre-training Strategy=GCL2022.09 | 60.05 | |
| FTPre-training strategy=GCL, Shots=502024.02 | 60.05 | |
| GPFPre-training strategy=ContextPred, Shots=502024.02 | 59.62 |