Class Incremental Learning on ImageNet100-B0 (10 steps, non-rehearsal)
84.05Average AccuracyTCIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TCIL#Paras=64.1, Setting=non-rehearsal2022.12 | 84.05 | 76.82 | |
| TCIL-Lite#Paras=14.5, Setting=non-rehearsal2022.12 | 82.81 | 69.8 | |
| WA#Paras=11.2, Setting=non-rehearsal2022.12 | 65.52 | 21.18 | |
| LwF-MC#Paras=11.2, Setting=non-rehearsal2022.12 | 65.45 | 37.42 | |
| BiC#Paras=11.2, Setting=non-rehearsal2022.12 | 36.24 | 10.02 | |
| DER#Paras=61.6, Setting=non-rehearsal2022.12 | 29.15 | 9.96 | |
| Finetuning#Paras=11.2, Setting=non-rehearsal2022.12 | 28.48 | 9.48 |