Metric: 10-stage average accuracy (higher is better)
| # | Model↕ | 10-stage average accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | S&B | 68.18 | No | Split-and-Bridge: Adaptable Class Incremental Le... | 2021-07-03 | Code |
| 2 | SCR | 65.98 | No | Supervised Contrastive Learning | 2020-04-23 | Code |
| 3 | iCaRL | 63.24 | No | iCaRL: Incremental Classifier and Representation... | 2016-11-23 | Code |
| 4 | LUCIR | 56.53 | No | - | - | Code |
| 5 | ABD | 54.44 | No | Always Be Dreaming: A New Approach for Data-Free... | 2021-06-17 | Code |
| 6 | EMR | 48.66 | No | On Tiny Episodic Memories in Continual Learning | 2019-02-27 | Code |
| 7 | A-GEM | 45.76 | No | Efficient Lifelong Learning with A-GEM | 2018-12-02 | Code |