Protein Function Prediction on 10 held-out tasks (test)
0.77AUCMeta-Parameterized PT
Evaluation results
| Method | Links | |
|---|---|---|
| Meta-Parameterized PTProtocol=Linear Evaluation2021.11 | 0.77 | |
| Graph Sup PTProtocol=Linear Evaluation2021.11 | 0.748 | |
| Graph Sup PTProtocol=Full Transfer2021.11 | 0.715 | |
| Meta-Parameterized PTProtocol=Full Transfer2021.11 | 0.713 | |
| CoTrainProtocol=Full Transfer2021.11 | 0.693 | |
| CoTrain + Learned WeightsProtocol=Linear Evaluation2021.11 | 0.691 | |
| CoTrain + PCGradProtocol=Linear Evaluation2021.11 | 0.681 | |
| CoTrain + PCGradProtocol=Full Transfer2021.11 | 0.671 | |
| CoTrainProtocol=Linear Evaluation2021.11 | 0.67 | |
| Rand InitProtocol=Full Transfer2021.11 | 0.658 | |
| CoTrain + Learned WeightsProtocol=Full Transfer2021.11 | 0.654 |