Protein function prediction on PPI 50-shot (test)
54.03ROC-AUCGPF
Evaluation Results
| Method | Links | |
|---|---|---|
| GPFPre-training Strategy=Infomax2022.09 | 54.03 | |
| GPF-plusPre-training Strategy=Infomax2022.09 | 53.78 | |
| GPF-plusPre-training Strategy=EdgePred2022.09 | 53.3 | |
| GPFPre-training Strategy=EdgePred2022.09 | 52.81 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 51.35 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 51.26 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 51.19 | |
| GPF-plusPre-training Strategy=ContextPred2022.09 | 50.52 | |
| GPFPre-training Strategy=GCL2022.09 | 50.4 | |
| GPFPre-training Strategy=ContextPred2022.09 | 50.14 | |
| Fine-tuningPre-training Strategy=GCL2022.09 | 49.94 | |
| Fine-tuningPre-training Strategy=Infomax2022.09 | 48.79 | |
| Fine-tuningPre-training Strategy=AttrMasking2022.09 | 48.17 | |
| Fine-tuningPre-training Strategy=EdgePred2022.09 | 47.62 | |
| Fine-tuningPre-training Strategy=ContextPred2022.09 | 46.33 |