Online Continual Learning on CIFAR-100
57.12AAUCEARL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EARLSetup=Disjoint2024.04 | 57.12 | 44.4 | |
| ERSetup=Disjoint2024.04 | 52.95 | 42.82 | |
| ER-MIRSetup=Disjoint2024.04 | 52.93 | 42.47 | |
| X-DERSetup=Disjoint2024.04 | 52.8 | 43.73 | |
| EWCSetup=Disjoint2024.04 | 52.08 | 41.55 | |
| EARLSetup=Gaussian-Scheduled2024.04 | 47.89 | 46.09 | |
| X-DERSetup=Gaussian-Scheduled2024.04 | 41.94 | 46 | |
| SCRSetup=Disjoint2024.04 | 41.84 | 36 | |
| ER-MIRSetup=Gaussian-Scheduled2024.04 | 41.19 | 42.93 | |
| ERSetup=Gaussian-Scheduled2024.04 | 41.12 | 42.74 | |
| REMINDSetup=Disjoint2024.04 | 40.87 | 36.17 | |
| MEMOSetup=Disjoint2024.04 | 40.6 | 39.87 | |
| ODDLSetup=Disjoint2024.04 | 40.26 | 41.88 | |
| ODDLSetup=Gaussian-Scheduled2024.04 | 38.82 | 41.35 | |
| EWCSetup=Gaussian-Scheduled2024.04 | 38.22 | 42.52 | |
| DER++Setup=Disjoint2024.04 | 38.16 | 38.55 | |
| SCRSetup=Gaussian-Scheduled2024.04 | 31.33 | 32.11 | |
| DER++Setup=Gaussian-Scheduled2024.04 | 29.38 | 38.2 | |
| MEMOSetup=Gaussian-Scheduled2024.04 | 23.41 | 32.74 | |
| REMINDSetup=Gaussian-Scheduled2024.04 | 23.4 | 28.78 |