Protein function prediction on PPI full-shot (test)
81.91ROC-AUCSUPTsoft
Evaluation Results
| Method | Links | |
|---|---|---|
| SUPTsoftPre-training Strategy=AttrMasking, Backbone=GIN2024.02 | 81.91 | |
| SUPThardPre-training Strategy=AttrMasking, Backbone=GIN2024.02 | 81.9 | |
| GPFPre-training Strategy=AttrMasking, Backbone=GIN2024.02 | 81.47 | |
| GPF-plusPre-training Strategy=AttrMasking, Backbone=GIN2024.02 | 81.43 | |
| SUPTsoftPre-training Strategy=ContextPred, Backbone=GIN2024.02 | 80.86 | |
| SUPThardPre-training Strategy=ContextPred, Backbone=GIN2024.02 | 80.85 | |
| GPF-plusPre-training Strategy=ContextPred, Backbone=GIN2024.02 | 80.28 | |
| GPFPre-training Strategy=ContextPred, Backbone=GIN2024.02 | 80.21 | |
| SUPThardPre-training Strategy=EdgePred, Backbone=GIN2024.02 | 80.2 | |
| SUPTsoftPre-training Strategy=EdgePred, Backbone=GIN2024.02 | 80.19 | |
| GPFPre-training Strategy=EdgePred, Backbone=GIN2024.02 | 79.96 | |
| GPF-plusPre-training Strategy=EdgePred, Backbone=GIN2024.02 | 79.88 | |
| SUPThardPre-training Strategy=Infomax, Backbone=GIN2024.02 | 79.64 | |
| SUPTsoftPre-training Strategy=Infomax, Backbone=GIN2024.02 | 79.45 | |
| GPFPre-training Strategy=Infomax, Backbone=GIN2024.02 | 78.87 | |
| GPF-plusPre-training Strategy=Infomax, Backbone=GIN2024.02 | 78.85 | |
| FTPre-training Strategy=AttrMasking, Backbone=GIN2024.02 | 73.93 | |
| FTPre-training Strategy=ContextPred, Backbone=GIN2024.02 | 72.1 | |
| FTPre-training Strategy=EdgePred, Backbone=GIN2024.02 | 71.54 | |
| FTPre-training Strategy=Infomax, Backbone=GIN2024.02 | 71.29 | |
| SUPTsoftPre-training Strategy=GCL, Backbone=GIN2024.02 | 69.57 | |
| SUPThardPre-training Strategy=GCL, Backbone=GIN2024.02 | 68.59 | |
| GPFPre-training Strategy=GCL, Backbone=GIN2024.02 | 67.91 | |
| FTPre-training Strategy=GCL, Backbone=GIN2024.02 | 67.76 | |
| GPF-plusPre-training Strategy=GCL, Backbone=GIN2024.02 | 66.71 |