Online Continual Learning on CIFAR-10 Sequential (test)
52.3AccuracyGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRBuffer Size (K)=20002021.11 | 52.3 | |
| GCRBuffer Size (K)=5002021.11 | 51.17 | |
| DERBuffer Size (K)=20002021.11 | 49.9 | |
| ERBuffer Size (K)=20002021.11 | 49.31 | |
| MIRBuffer Size (K)=20002021.11 | 46.4 | |
| DERBuffer Size (K)=5002021.11 | 45.56 | |
| ERBuffer Size (K)=5002021.11 | 43.32 | |
| GCRBuffer Size (K)=2002021.11 | 42.26 | |
| GSSBuffer Size (K)=20002021.11 | 41.7 | |
| GSSBuffer Size (K)=5002021.11 | 40.59 | |
| iCARLBuffer Size (K)=20002021.11 | 39.56 | |
| iCARLBuffer Size (K)=2002021.11 | 38.66 | |
| DERBuffer Size (K)=2002021.11 | 38.26 | |
| GSSBuffer Size (K)=2002021.11 | 33.83 | |
| iCARLBuffer Size (K)=5002021.11 | 33.53 | |
| ERBuffer Size (K)=2002021.11 | 32.63 | |
| MIRBuffer Size (K)=5002021.11 | 30.52 | |
| MIRBuffer Size (K)=2002021.11 | 21.5 | |
| GEMBuffer Size (K)=20002021.11 | 20.35 | |
| GEMBuffer Size (K)=5002021.11 | 17.73 | |
| GEMBuffer Size (K)=2002021.11 | 16.81 |