Task-Incremental Learning on Tiny ImageNet Seq
6.84FFNCT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NCTBuffer size=5002025.05 | 6.84 | 62.3 | |
| ProNCBuffer size=2002025.05 | 9.42 | 69.09 | |
| ProNCBuffer size=5002025.05 | 9.52 | 69.77 | |
| Co2LBuffer size=5002025.05 | 13.8 | 50.74 | |
| NCTBuffer size=2002025.05 | 15.88 | 52.71 | |
| LODEBuffer size=5002025.05 | 18.61 | 61.49 | |
| STARBuffer size=5002025.05 | 19.49 | 59.32 | |
| TA-NCCLBuffer=5002025.10 | 21.51 | — | |
| DER++Buffer size=5002025.05 | 25.47 | 51.91 | |
| CILABuffer size=5002025.05 | 27.83 | 49.19 | |
| TA-NCCLBuffer=02025.10 | 27.99 | — | |
| CSReLBuffer size=5002025.05 | 28.2 | 51.94 | |
| DERBuffer size=5002025.05 | 28.21 | 51.78 | |
| LODEBuffer size=2002025.05 | 29.66 | 51.42 | |
| ERBuffer size=5002025.05 | 30.73 | 48.64 | |
| CCLISBuffer=2002025.10 | 33.2 | — | |
| CSReLBuffer size=2002025.05 | 34.12 | 45.04 | |
| MNC3LBuffer size=5002025.05 | 39 | 36.32 | |
| DER++Buffer size=2002025.05 | 39.02 | 43.06 | |
| STARBuffer size=2002025.05 | 39.16 | 43.01 | |
| iCaRLBuffer size=5002025.05 | 39.44 | 31.55 | |
| DERBuffer size=2002025.05 | 40.43 | 40.22 | |
| ERBuffer size=2002025.05 | 40.47 | 38.17 | |
| Co2LBuffer size=2002025.05 | 40.75 | 38.4 | |
| CILABuffer size=2002025.05 | 41.4 | 37.32 | |
| iCaRLBuffer size=2002025.05 | 42.47 | 28.19 | |
| MNC3LBuffer size=2002025.05 | 45.1 | 32.78 |