Exemplar-Free Class-Incremental Learning on CIFAR-100 Equally split
63.4AavgPASS
Evaluation results
| Method | Links | |
|---|---|---|
| PASSNumber of tasks (T)=5, Seed=19932026.03 | 63.4 | |
| EWC-DRNumber of tasks (T)=5, Seed=19932026.03 | 61.5 | |
| FeTrILNumber of tasks (T)=5, Seed=19932026.03 | 60.4 | |
| SSRENumber of tasks (T)=5, Seed=19932026.03 | 56.6 | |
| PASSNumber of tasks (T)=10, Seed=19932026.03 | 52.2 | |
| FeTrILNumber of tasks (T)=10, Seed=19932026.03 | 52.1 | |
| EWC-DRNumber of tasks (T)=10, Seed=19932026.03 | 49.6 | |
| SSRENumber of tasks (T)=10, Seed=19932026.03 | 44.4 | |
| FeTrILNumber of tasks (T)=20, Seed=19932026.03 | 43.2 | |
| PASSNumber of tasks (T)=20, Seed=19932026.03 | 41.8 | |
| EWCNumber of tasks (T)=5, Seed=19932026.03 | 39.2 | |
| EWC-DRNumber of tasks (T)=20, Seed=19932026.03 | 35.3 | |
| SSRENumber of tasks (T)=20, Seed=19932026.03 | 33.6 | |
| EWCNumber of tasks (T)=10, Seed=19932026.03 | 27.3 | |
| EWCNumber of tasks (T)=20, Seed=19932026.03 | 17.7 |