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SotA/Methodology/Continual Learning/F-CelebA (10 tasks)

Continual Learning on F-CelebA (10 tasks)

Metric: Acc (higher is better)

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#Model↕Acc▼AugmentationsPaperDate↕Code
1CAT (CNN backbone)0.7564NoContinual Learning of a Mixed Sequence of Simila...2021-12-18Code
2CAT (MLP backbone)0.6909NoContinual Learning of a Mixed Sequence of Simila...2021-12-18Code
3EWC0.6545NoOvercoming catastrophic forgetting in neural net...2016-12-02Code
4HyperNet0.6036NoContinual learning with hypernetworks2019-06-03Code
5PathNet0.5764NoPathNet: Evolution Channels Gradient Descent in ...2017-01-30Code
6HAT0.5673NoOvercoming catastrophic forgetting with hard att...2018-01-04Code
7RPSNet0.5545No--Code