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ResearchFormerly WizWand

Protein Function Prediction on PPI 40 tasks (test)

78.6Mean AUCMeta-Parameterized PT
61.75266.12670.574.874Nov 2, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Meta-Parameterized PTEvaluation Protocol=Linear Evaluation2021.1178.6
Graph Sup PTImplementation=reimplemented, Learning Rate=lower FT LR, Evaluation Protocol=Linear Evaluation2021.1174.7
Meta-Parameterized PTEvaluation Protocol=Full Transfer2021.1174.7
Graph Sup PTImplementation=reimplemented, Learning Rate=lower FT LR, Evaluation Protocol=Full Transfer2021.1173.9
CoTrainEvaluation Protocol=Full Transfer2021.1170.2
CoTrain + PCGradEvaluation Protocol=Full Transfer2021.1169.4
Graph Sup PTSource=from [28], Evaluation Protocol=Full Transfer2021.1169
CoTrain + Learned Task WeightsEvaluation Protocol=Full Transfer2021.1167.7
Rand InitImplementation=reimplemented, Learning Rate=lower FT LR, Evaluation Protocol=Full Transfer2021.1166.6
CoTrainEvaluation Protocol=Linear Evaluation2021.1165.9
Rand InitSource=from [28], Evaluation Protocol=Full Transfer2021.1164.8
CoTrain + Learned Task WeightsEvaluation Protocol=Linear Evaluation2021.1164.4
CoTrain + PCGradEvaluation Protocol=Linear Evaluation2021.1162.4