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ResearchFormerly WizWand

Online Continual Learning on ImageNet-1K Gaussian-Scheduled

30.53AAUCEARL
13.401217.848122.29526.7419Apr 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
EARLBackbone=ResNet-18, Task boundary information=Task-free2024.0430.5329.48
X-DERBackbone=ResNet-18, Task boundary information=Task-aware2024.0425.1812.51
DER++Backbone=ResNet-18, Task boundary information=Task-free2024.0423.7323.14
SCRBackbone=ResNet-18, Task boundary information=Task-free2024.0419.8215.84
ER-MIRBackbone=ResNet-18, Task boundary information=Task-free2024.0419.3716.3
REMINDBackbone=ResNet-18, Task boundary information=Task-aware2024.0417.4219.79
ERBackbone=ResNet-18, Task boundary information=Task-free2024.0417.1718.39
EWCBackbone=ResNet-18, Task boundary information=Task-aware2024.0417.0920.15
MEMOBackbone=ResNet-18, Task boundary information=Task-aware2024.0414.0620.12