Incremental Task Learning on split-MNIST (test)
99.66Retained AccuracyRtF
Evaluation Results
| Method | Links | |
|---|---|---|
| RtF2021.09 | 99.66 | |
| BCLgame_theoretic_refinement=true2021.09 | 99.52 | |
| DGR2021.09 | 99.47 | |
| Naive rehearsal-C2021.09 | 99.41 | |
| Naive rehearsal2021.09 | 99.32 | |
| SI2021.09 | 99.1 | |
| Online EWC2021.09 | 99.01 | |
| MAS2021.09 | 98.88 | |
| Adagrad2021.09 | 98.37 | |
| GEM2021.09 | 98.32 | |
| BCLgame_theoretic_refinement=false2021.09 | 97.73 | |
| SGD2021.09 | 97.65 | |
| L22021.09 | 97.62 | |
| BCLgame_theoretic_refinement=true2021.09 | 97.32 | |
| MER2021.09 | 97.12 | |
| EWC2021.09 | 96.59 | |
| Adam2021.09 | 95.52 | |
| Naive rehearsal-C2021.09 | 94.92 | |
| MER2021.09 | 93.2 | |
| GEM2021.09 | 93.04 | |
| RtF2021.09 | 92.56 | |
| BCLgame_theoretic_refinement=false2021.09 | 91.88 | |
| DGR2021.09 | 91.24 | |
| Naive rehearsal2021.09 | 90.88 | |
| L22021.09 | 22.92 | |
| Adam2021.09 | 19.72 | |
| EWC2021.09 | 19.7 | |
| MAS2021.09 | 19.7 | |
| Online EWC2021.09 | 19.68 | |
| SI2021.09 | 19.67 | |
| Adagrad2021.09 | 19.59 | |
| SGD2021.09 | 19.36 |