Online Continual Learning on ImageNet 200
44.88AAUCEARL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EARLSetup=Disjoint2024.04 | 44.88 | 34.79 | |
| DER++Setup=Disjoint2024.04 | 43.5 | 34.56 | |
| X-DERSetup=Disjoint2024.04 | 43.41 | 34.14 | |
| SCRSetup=Disjoint2024.04 | 41.9 | 28.92 | |
| EWCSetup=Disjoint2024.04 | 41.84 | 31.57 | |
| MEMOSetup=Disjoint2024.04 | 41.55 | 34.19 | |
| ERSetup=Disjoint2024.04 | 41.51 | 30.87 | |
| REMINDSetup=Disjoint2024.04 | 39.25 | 31.98 | |
| EARLSetup=Gaussian-Scheduled2024.04 | 39.14 | 38.83 | |
| ER-MIRSetup=Disjoint2024.04 | 38.28 | 33.12 | |
| X-DERSetup=Gaussian-Scheduled2024.04 | 36.31 | 38.61 | |
| DER++Setup=Gaussian-Scheduled2024.04 | 35.22 | 38.38 | |
| SCRSetup=Gaussian-Scheduled2024.04 | 33.24 | 30.98 | |
| MEMOSetup=Gaussian-Scheduled2024.04 | 32.54 | 36.11 | |
| ERSetup=Gaussian-Scheduled2024.04 | 32.39 | 33.09 | |
| ER-MIRSetup=Gaussian-Scheduled2024.04 | 32.17 | 33.85 | |
| EWCSetup=Gaussian-Scheduled2024.04 | 30.71 | 33.33 | |
| REMINDSetup=Gaussian-Scheduled2024.04 | 30.23 | 33.98 |