Class Incremental Learning on ImageNet100 B0 (test)
95.1Top-5 Avg AccBound
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Bound#Paras=11.2, setting=rehearsal2022.12 | 95.1 | — | — | — | |
| TCIL#Paras=64.1, setting=rehearsal2022.12 | 94.17 | 77.66 | 67.34 | 88.84 | |
| TCIL-Lite#Paras=14.5, setting=rehearsal2022.12 | 93.6 | 77.5 | 67.3 | 87.94 | |
| DER#Paras=61.6, setting=rehearsal2022.12 | 93.23 | 77.18 | 66.7 | 87.52 | |
| DyTox#Paras=11.0, setting=rehearsal2022.12 | 92.04 | 77.15 | 69.1 | 87.98 | |
| WA#Paras=11.2, setting=rehearsal2022.12 | 91 | — | — | 84.1 | |
| BiC#Paras=11.2, setting=rehearsal2022.12 | 90.6 | — | — | 84.4 | |
| E2E#Paras=11.2, setting=rehearsal2022.12 | 89.92 | — | — | 80.29 | |
| RPSNetsetting=rehearsal2022.12 | 87.9 | — | — | 74 | |
| iCaRL#Paras=11.2, setting=rehearsal2022.12 | 83.6 | — | — | 63.8 |