Online Continual Learning on ImageNet-1K Gaussian-Scheduled
30.53AAUCEARL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EARLBackbone=ResNet-18, Task boundary information=Task-free2024.04 | 30.53 | 29.48 | |
| X-DERBackbone=ResNet-18, Task boundary information=Task-aware2024.04 | 25.18 | 12.51 | |
| DER++Backbone=ResNet-18, Task boundary information=Task-free2024.04 | 23.73 | 23.14 | |
| SCRBackbone=ResNet-18, Task boundary information=Task-free2024.04 | 19.82 | 15.84 | |
| ER-MIRBackbone=ResNet-18, Task boundary information=Task-free2024.04 | 19.37 | 16.3 | |
| REMINDBackbone=ResNet-18, Task boundary information=Task-aware2024.04 | 17.42 | 19.79 | |
| ERBackbone=ResNet-18, Task boundary information=Task-free2024.04 | 17.17 | 18.39 | |
| EWCBackbone=ResNet-18, Task boundary information=Task-aware2024.04 | 17.09 | 20.15 | |
| MEMOBackbone=ResNet-18, Task boundary information=Task-aware2024.04 | 14.06 | 20.12 |