Continual Learning On F Celeba 10 Tasks
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Acc
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
| Paper Title | ||
|---|---|---|
| CAT (CNN backbone) | 0.7564 | Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks |
| CAT (MLP backbone) | 0.6909 | Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks |
| EWC | 0.6545 | Overcoming catastrophic forgetting in neural networks |
| HyperNet | 0.6036 | Continual learning with hypernetworks |
| PathNet | 0.5764 | PathNet: Evolution Channels Gradient Descent in Super Neural Networks |
| HAT | 0.5673 | Overcoming catastrophic forgetting with hard attention to the task |
| RPSNet | 0.5545 | Random Path Selection for Continual Learning |
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