📊 Showing 6 results | 📏 Metric: Acc
| Rank | Model | Paper | Acc | Date | Code |
|---|---|---|---|---|---|
| 1 | CAT (CNN backbone) | Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks | 0.76 | 2021-12-18 | 📦 zixuanke/pycontinual 📦 ZixuanKe/CAT |
| 2 | CAT (MLP backbone) | Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks | 0.69 | 2021-12-18 | 📦 zixuanke/pycontinual 📦 ZixuanKe/CAT |
| 3 | EWC | Overcoming catastrophic forgetting in neural networks | 0.65 | 2016-12-02 | 📦 ContinualAI/avalanche 📦 g-u-n/pycil 📦 aimagelab/mammoth |
| 4 | HyperNet | Continual learning with hypernetworks | 0.60 | 2019-06-03 | 📦 chrhenning/hypercl 📦 chrhenning/hypnettorch 📦 rvl-lab-utoronto/HyperCRL |
| 5 | PathNet | PathNet: Evolution Channels Gradient Descent in Super Neural Networks | 0.58 | 2017-01-30 | 📦 kimhc6028/pathnet-pytorch |
| 6 | HAT | Overcoming catastrophic forgetting with hard attention to the task | 0.57 | 2018-01-04 | 📦 joansj/hat 📦 chilung/hat |