Neural Caching on Openbook
73.7Online Accuracy (AUC)Query by Committee
Evaluation results
| Method | Links | |
|---|---|---|
| Query by CommitteeSelection Strategy=Query by Committee, Student retraining=true2023.10 | 73.7 | |
| Front-loadingSelection Strategy=Front-loading, Student retraining=true2023.10 | 73.1 | |
| CoresetSelection Strategy=Coreset, Student retraining=true2023.10 | 72.6 | |
| Margin SamplingSelection Strategy=Margin Sampling, Student retraining=true2023.10 | 72.6 | |
| Margin Samplingstudent retraining=none, initial budget N=10002023.10 | 70.3 | |
| RandomSelection Strategy=Random, Student retraining=true2023.10 | 70.3 | |
| EntropySelection Strategy=Entropy, Student retraining=true2023.10 | 69.3 | |
| Query by Committeestudent retraining=none, initial budget N=10002023.10 | 68.7 | |
| Randomstudent retraining=none, initial budget N=10002023.10 | 66.2 |