Offline Task-Incremental Continual Learning on Tiny-ImageNet Sequential
66.7AccuracyGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRK (Memory Size)=20002021.11 | 66.7 | |
| DERK (Memory Size)=20002021.11 | 64.86 | |
| ERK (Memory Size)=20002021.11 | 62.04 | |
| DERK (Memory Size)=5002021.11 | 53.32 | |
| GCRK (Memory Size)=5002021.11 | 52.99 | |
| iCaRLK (Memory Size)=20002021.11 | 49.07 | |
| ERK (Memory Size)=5002021.11 | 47.86 | |
| GSSK (Memory Size)=20002021.11 | 43.75 | |
| DERK (Memory Size)=2002021.11 | 42.27 | |
| GCRK (Memory Size)=2002021.11 | 42.11 | |
| ERK (Memory Size)=2002021.11 | 38.83 | |
| GSSK (Memory Size)=5002021.11 | 36.52 | |
| iCaRLK (Memory Size)=5002021.11 | 35.86 | |
| GSSK (Memory Size)=2002021.11 | 31.77 | |
| iCaRLK (Memory Size)=2002021.11 | 22.89 |