Offline Class-Incremental Continual Learning on CIFAR-100 Sequential (accuracy)
60.09AccuracyGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRK (Memory Size)=20002021.11 | 60.09 | |
| DERK (Memory Size)=20002021.11 | 55.45 | |
| GCRK (Memory Size)=5002021.11 | 45.91 | |
| ERK (Memory Size)=20002021.11 | 42.8 | |
| iCaRLK (Memory Size)=20002021.11 | 42.19 | |
| DERK (Memory Size)=5002021.11 | 41.36 | |
| GEMK (Memory Size)=20002021.11 | 37.56 | |
| GCRK (Memory Size)=2002021.11 | 33.69 | |
| iCaRLK (Memory Size)=5002021.11 | 33.25 | |
| DERK (Memory Size)=2002021.11 | 31.23 | |
| iCaRLK (Memory Size)=2002021.11 | 28 | |
| ERK (Memory Size)=5002021.11 | 27.66 | |
| GSSK (Memory Size)=20002021.11 | 27.07 | |
| GEMK (Memory Size)=5002021.11 | 25.54 | |
| GSSK (Memory Size)=5002021.11 | 21.92 | |
| ERK (Memory Size)=2002021.11 | 21.78 | |
| GEMK (Memory Size)=2002021.11 | 20.75 | |
| GSSK (Memory Size)=2002021.11 | 19.42 |