Incremental Task Learning on split-CIFAR100 (test)
81.82Retained AccuracyBCL
Evaluation Results
| Method | Links | |
|---|---|---|
| BCLGame Theory=With Game2021.09 | 81.82 | |
| Naive rehearsal-Cconstraint=with constraint2021.09 | 78.41 | |
| Naive rehearsal2021.09 | 70.2 | |
| BCLGame Theory=With Game2021.09 | 69.27 | |
| BCLGame Theory=Without Game2021.09 | 69.17 | |
| SI2021.09 | 64.81 | |
| MAS2021.09 | 64.77 | |
| Online EWC2021.09 | 63.22 | |
| EWC2021.09 | 61.11 | |
| BCLGame Theory=Without Game2021.09 | 52.82 | |
| L22021.09 | 51.73 | |
| Naive rehearsal-Cconstraint=with constraint2021.09 | 51.28 | |
| SGD2021.09 | 43.77 | |
| Adagrad2021.09 | 36.27 | |
| Naive rehearsal2021.09 | 34.33 | |
| Adam2021.09 | 30.53 | |
| EWC2021.09 | 19.7 | |
| SI2021.09 | 17.26 | |
| Adam2021.09 | 17.2 | |
| SGD2021.09 | 17.18 | |
| Online EWC2021.09 | 17.16 | |
| L22021.09 | 17.12 | |
| MAS2021.09 | 17.07 | |
| Adagrad2021.09 | 15.83 |