Class Incremental Learning On Cifar100
Metriken
10-stage average accuracy
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Modellname | 10-stage average accuracy | Paper Title | Repository |
|---|---|---|---|
| iCaRL | 63.24 | iCaRL: Incremental Classifier and Representation Learning | |
| A-GEM | 45.76 | Efficient Lifelong Learning with A-GEM | |
| EMR | 48.66 | On Tiny Episodic Memories in Continual Learning | |
| LUCIR | 56.53 | Learning a Unified Classifier Incrementally via Rebalancing | |
| ABD | 54.44 | Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning | |
| S&B | 68.18 | Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network | |
| SCR | 65.98 | Supervised Contrastive Learning |
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