Protein Function Prediction on PPI 40 tasks (test)
78.6Mean AUCMeta-Parameterized PT
Evaluation Results
| Method | Links | |
|---|---|---|
| Meta-Parameterized PTEvaluation Protocol=Linear Evaluation2021.11 | 78.6 | |
| Graph Sup PTImplementation=reimplemented, Learning Rate=lower FT LR, Evaluation Protocol=Linear Evaluation2021.11 | 74.7 | |
| Meta-Parameterized PTEvaluation Protocol=Full Transfer2021.11 | 74.7 | |
| Graph Sup PTImplementation=reimplemented, Learning Rate=lower FT LR, Evaluation Protocol=Full Transfer2021.11 | 73.9 | |
| CoTrainEvaluation Protocol=Full Transfer2021.11 | 70.2 | |
| CoTrain + PCGradEvaluation Protocol=Full Transfer2021.11 | 69.4 | |
| Graph Sup PTSource=from [28], Evaluation Protocol=Full Transfer2021.11 | 69 | |
| CoTrain + Learned Task WeightsEvaluation Protocol=Full Transfer2021.11 | 67.7 | |
| Rand InitImplementation=reimplemented, Learning Rate=lower FT LR, Evaluation Protocol=Full Transfer2021.11 | 66.6 | |
| CoTrainEvaluation Protocol=Linear Evaluation2021.11 | 65.9 | |
| Rand InitSource=from [28], Evaluation Protocol=Full Transfer2021.11 | 64.8 | |
| CoTrain + Learned Task WeightsEvaluation Protocol=Linear Evaluation2021.11 | 64.4 | |
| CoTrain + PCGradEvaluation Protocol=Linear Evaluation2021.11 | 62.4 |