Incremental Domain Learning (IDL) on split-MNIST (test)
98.71Retained AccuracyBCL
Evaluation Results
| Method | Links | |
|---|---|---|
| BCLgame_theoretic_refinement=true2021.09 | 98.71 | |
| GEM2021.09 | 97.37 | |
| RtF2021.09 | 97.31 | |
| Naive rehearsal-C2021.09 | 97.13 | |
| BCLgame_theoretic_refinement=false2021.09 | 96.43 | |
| DGR2021.09 | 95.74 | |
| Naive rehearsal2021.09 | 94.85 | |
| MER2021.09 | 92.16 | |
| L22021.09 | 66.84 | |
| SI2021.09 | 64.63 | |
| SGD2021.09 | 62.8 | |
| MAS2021.09 | 61.98 | |
| Online EWC2021.09 | 58.25 | |
| Adagrad2021.09 | 57.59 | |
| EWC2021.09 | 57.31 | |
| Adam2021.09 | 54.75 |