Online Continual Learning on TinyImageNet
41.77AAUCEARL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EARLSetup=Disjoint2024.04 | 41.77 | 29.65 | |
| DER++Setup=Disjoint2024.04 | 39.38 | 29.36 | |
| EWCSetup=Disjoint2024.04 | 37.95 | 27.5 | |
| ER-MIRSetup=Disjoint2024.04 | 37.81 | 26.72 | |
| ERSetup=Disjoint2024.04 | 37.43 | 27.47 | |
| X-DERSetup=Disjoint2024.04 | 35.15 | 26.67 | |
| EARLSetup=Gaussian-Scheduled2024.04 | 35.08 | 32.49 | |
| SCRSetup=Disjoint2024.04 | 34.65 | 22.18 | |
| X-DERSetup=Gaussian-Scheduled2024.04 | 29.71 | 28.1 | |
| REMINDSetup=Disjoint2024.04 | 28.37 | 27.68 | |
| MEMOSetup=Disjoint2024.04 | 27.36 | 27.57 | |
| DER++Setup=Gaussian-Scheduled2024.04 | 27.23 | 31.53 | |
| ERSetup=Gaussian-Scheduled2024.04 | 26.37 | 25.79 | |
| ER-MIRSetup=Gaussian-Scheduled2024.04 | 26.22 | 25.11 | |
| SCRSetup=Gaussian-Scheduled2024.04 | 25.86 | 22.54 | |
| EWCSetup=Gaussian-Scheduled2024.04 | 25.29 | 26.06 | |
| MEMOSetup=Gaussian-Scheduled2024.04 | 10.82 | 18.03 | |
| REMINDSetup=Gaussian-Scheduled2024.04 | 10.19 | 14.9 |