Offline Class-Incremental Continual Learning on CIFAR-10 Sequential
83.97AccuracyGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRK (Memory Size)=20002021.11 | 83.97 | |
| DERK (Memory Size)=20002021.11 | 81 | |
| ERK (Memory Size)=20002021.11 | 77.13 | |
| GCRK (Memory Size)=5002021.11 | 74.69 | |
| DERK (Memory Size)=5002021.11 | 72.15 | |
| GCRK (Memory Size)=2002021.11 | 64.84 | |
| DERK (Memory Size)=2002021.11 | 63.69 | |
| ERK (Memory Size)=5002021.11 | 62.03 | |
| GSSK (Memory Size)=20002021.11 | 60.4 | |
| ERK (Memory Size)=2002021.11 | 49.16 | |
| GSSK (Memory Size)=5002021.11 | 48.97 | |
| GSSK (Memory Size)=2002021.11 | 38.62 | |
| iCaRLK (Memory Size)=5002021.11 | 34.95 | |
| iCaRLK (Memory Size)=20002021.11 | 33.57 | |
| iCaRLK (Memory Size)=2002021.11 | 32.44 | |
| GEMK (Memory Size)=2002021.11 | 29.99 | |
| GEMK (Memory Size)=5002021.11 | 29.45 | |
| GEMK (Memory Size)=20002021.11 | 27.2 |