Incremental Task Learning (ITL) on permuted-MNIST (test)
97.61Retained AccuracyBCL
Evaluation Results
| Method | Links | |
|---|---|---|
| BCLgame_theoretic_refinement=true2021.09 | 97.61 | |
| BCLgame_theoretic_refinement=true2021.09 | 97.41 | |
| RtF2021.09 | 97.31 | |
| Naive rehearsal-C2021.09 | 97.24 | |
| MER2021.09 | 97.15 | |
| Naive rehearsal-C2021.09 | 97.13 | |
| GEM2021.09 | 96.72 | |
| Naive rehearsal2021.09 | 96.25 | |
| Naive rehearsal2021.09 | 96.23 | |
| RtF2021.09 | 96.23 | |
| BCLgame_theoretic_refinement=false2021.09 | 96.16 | |
| BCLgame_theoretic_refinement=false2021.09 | 95.96 | |
| GEM2021.09 | 95.44 | |
| EWC2021.09 | 95.38 | |
| Online EWC2021.09 | 95.15 | |
| L22021.09 | 94.87 | |
| MAS2021.09 | 94.74 | |
| SI2021.09 | 94.35 | |
| Adam2021.09 | 93.42 | |
| DGR2021.09 | 92.52 | |
| Adagrad2021.09 | 92.45 | |
| DGR2021.09 | 92.19 | |
| MER2021.09 | 91.71 | |
| SGD2021.09 | 90.95 | |
| SI2021.09 | 58.52 | |
| MAS2021.09 | 50.81 | |
| Online EWC2021.09 | 42.58 | |
| Adagrad2021.09 | 29.09 | |
| EWC2021.09 | 26.32 | |
| Adam2021.09 | 14.02 | |
| L22021.09 | 13.92 | |
| SGD2021.09 | 12.82 |