Class Incremental Learning on CIFAR100-B0 (test)
76.8AccuracyDER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DERSteps=5 steps, Pruning=false2021.03 | 76.8 | 33.6 | — | |
| DERSteps=5 steps, Pruning=true2021.03 | 75.55 | 2.89 | — | |
| DERSteps=10 steps, Pruning=false2021.03 | 75.36 | 61.6 | — | |
| DERSteps=10 steps, Pruning=true2021.03 | 74.64 | 4.96 | — | |
| DERSteps=20 steps, Pruning=false2021.03 | 74.09 | 117.6 | — | |
| DERSteps=20 steps, Pruning=true2021.03 | 73.98 | 7.21 | — | |
| BiCSteps=5 steps2021.03 | 73.1 | 11.2 | — | |
| WASteps=5 steps2021.03 | 72.81 | 11.2 | — | |
| DERSteps=50 steps, Pruning=false2021.03 | 72.41 | 285.6 | — | |
| DERSteps=50 steps, Pruning=true2021.03 | 72.05 | 10.15 | — | |
| iCaRLSteps=5 steps2021.03 | 71.14 | 11.2 | — | |
| RPSNetSteps=5 steps2021.03 | 70.5 | 60.6 | — | |
| WASteps=10 steps2021.03 | 69.46 | 11.2 | — | |
| BiCSteps=10 steps2021.03 | 68.8 | 11.2 | — | |
| RPSNetSteps=10 steps2021.03 | 68.6 | 56.5 | — | |
| WASteps=20 steps2021.03 | 67.33 | 11.2 | — | |
| PODNetSteps=5 steps2021.03 | 66.7 | 11.2 | — | |
| BiCSteps=20 steps2021.03 | 66.48 | 11.2 | — | |
| iCaRLSteps=10 steps2021.03 | 65.27 | 11.2 | — | |
| WASteps=50 steps2021.03 | 64.32 | 11.2 | — | |
| CREATE2025.03 | 63.69 | — | 75.6 | |
| DSGD2025.03 | 63.18 | — | 73.01 | |
| UCIRSteps=5 steps2021.03 | 62.77 | 11.2 | — | |
| Foster2025.03 | 62.54 | — | 72.81 | |
| BiCSteps=50 steps2021.03 | 62.09 | 11.2 | — | |
| iCaRLSteps=20 steps2021.03 | 61.2 | 11.2 | — | |
| BEEF2025.03 | 60.98 | — | 71.94 | |
| DER2025.03 | 60.96 | — | 71.25 | |
| DyTox2025.03 | 58.72 | — | 71.07 | |
| UCIRSteps=10 steps2021.03 | 58.66 | 11.2 | — | |
| UCIRSteps=20 steps2021.03 | 58.17 | 11.2 | — | |
| PODNetSteps=10 steps2021.03 | 58.03 | 11.2 | — | |
| DGR2025.03 | 57.1 | — | 68.4 | |
| UCIRSteps=50 steps2021.03 | 56.86 | 11.2 | — | |
| iCaRLSteps=50 steps2021.03 | 56.08 | 11.2 | — | |
| PODNetSteps=20 steps2021.03 | 53.97 | 11.2 | — | |
| WA2025.03 | 52.3 | — | 67.09 | |
| PODNetSteps=50 steps2021.03 | 51.19 | 11.2 | — | |
| iCaRL2025.03 | 49.52 | — | 64.42 | |
| PODNet2025.03 | 36.78 | — | 55.22 |