Online Continual Learning on ImageNet-1K (Disjoint)
34.33AAUCEARL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EARLBackbone=ResNet-18, Task boundary information=Task-free2024.04 | 34.33 | 23.19 | |
| REMINDBackbone=ResNet-18, Task boundary information=Task-aware2024.04 | 32.47 | 24.59 | |
| ER-MIRBackbone=ResNet-18, Task boundary information=Task-free2024.04 | 31.68 | 19.87 | |
| X-DERBackbone=ResNet-18, Task boundary information=Task-aware2024.04 | 31.67 | 18.18 | |
| DER++Backbone=ResNet-18, Task boundary information=Task-free2024.04 | 31.08 | 18.98 | |
| MEMOBackbone=ResNet-18, Task boundary information=Task-aware2024.04 | 30.45 | 19.08 | |
| ERBackbone=ResNet-18, Task boundary information=Task-free2024.04 | 30.18 | 18.96 | |
| EWCBackbone=ResNet-18, Task boundary information=Task-aware2024.04 | 30.17 | 18.78 | |
| SCRBackbone=ResNet-18, Task boundary information=Task-free2024.04 | 26.72 | 13.6 |