Continual Learning on MNIST Permuted
97.25ATCUBER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CUBERNetwork=single-head, Setting=domain-incremental, Runs=5-run average, epsilon_2=0.02022.11 | 97.25 | — | — | -0.02 | |
| MultitaskNetwork=single-head, Setting=domain-incremental, Runs=5-run average2022.11 | 96.7 | — | — | — | |
| TRGPNetwork=single-head, Setting=domain-incremental, Runs=5-run average2022.11 | 96.34 | — | — | -0.8 | |
| MULTI-TASK2018.12 | 95.3 | — | — | — | |
| GPMNetwork=single-head, Setting=domain-incremental, Runs=5-run average2022.11 | 93.91 | — | — | -3 | |
| PROG-NN2018.12 | 93.5 | — | 0.19 | — | |
| OWMNetwork=single-head, Setting=domain-incremental, Runs=5-run average2022.11 | 90.71 | — | — | -1 | |
| EWCNetwork=single-head, Setting=domain-incremental, Runs=5-run average2022.11 | 89.97 | — | — | -4 | |
| GEM2018.12 | 89.5 | 0.06 | 0.23 | — | |
| A-GEM2018.12 | 89.1 | 0.06 | 0.29 | — | |
| ER ResNetwork=single-head, Setting=domain-incremental, Runs=5-run average2022.11 | 87.24 | — | — | -11 | |
| RWALK2018.12 | 85.7 | 0.08 | 0.31 | — | |
| A-GEMNetwork=single-head, Setting=domain-incremental, Runs=5-run average2022.11 | 83.56 | — | — | -14 | |
| AdaB2NEvaluation Protocol=Domain-IL, Number of Tasks=202023.10 | 77.15 | — | — | — | |
| MAS2018.12 | 69.6 | 0.27 | 0.29 | — | |
| EWC2018.12 | 68.3 | 0.29 | 0.27 | — | |
| CNEvaluation Protocol=Domain-IL, Number of Tasks=202023.10 | 65.97 | — | — | — | |
| BNEvaluation Protocol=Domain-IL, Number of Tasks=202023.10 | 64.89 | — | — | — | |
| VAN2018.12 | 47.9 | 0.51 | 0.26 | — |