Continual Learning On F Celeba 10 Tasks
Metrics
Acc
Results
Performance results of various models on this benchmark
Model Name | Acc | Paper Title | Repository |
|---|---|---|---|
| EWC | 0.6545 | Overcoming catastrophic forgetting in neural networks | |
| HyperNet | 0.6036 | Continual learning with hypernetworks | |
| CAT (CNN backbone) | 0.7564 | Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks | |
| RPSNet | 0.5545 | Random Path Selection for Continual Learning | |
| CAT (MLP backbone) | 0.6909 | Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks | |
| PathNet | 0.5764 | PathNet: Evolution Channels Gradient Descent in Super Neural Networks | |
| HAT | 0.5673 | Overcoming catastrophic forgetting with hard attention to the task |
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