Offline Task-Incremental Continual Learning on Sequential CIFAR-10
96.32AccuracyGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRK (Memory Size)=20002021.11 | 96.32 | |
| ERK (Memory Size)=20002021.11 | 96.01 | |
| DERK (Memory Size)=20002021.11 | 95.43 | |
| GCRK (Memory Size)=5002021.11 | 94.44 | |
| GEMK (Memory Size)=20002021.11 | 94.34 | |
| DERK (Memory Size)=5002021.11 | 93.96 | |
| ERK (Memory Size)=5002021.11 | 93.82 | |
| GSSK (Memory Size)=20002021.11 | 93.54 | |
| GEMK (Memory Size)=5002021.11 | 92.33 | |
| ERK (Memory Size)=2002021.11 | 91.92 | |
| DERK (Memory Size)=2002021.11 | 91.91 | |
| GSSK (Memory Size)=5002021.11 | 91.73 | |
| GCRK (Memory Size)=2002021.11 | 90.8 | |
| GSSK (Memory Size)=2002021.11 | 90 | |
| GEMK (Memory Size)=2002021.11 | 88.67 | |
| iCaRLK (Memory Size)=20002021.11 | 76.97 | |
| iCaRLK (Memory Size)=5002021.11 | 75.63 | |
| iCaRLK (Memory Size)=2002021.11 | 74.59 |