Incremental Learning On Imagenet 500 Classes 2
Metrics
Average Incremental Accuracy
Results
Performance results of various models on this benchmark
Model Name | Average Incremental Accuracy | Paper Title | Repository |
|---|---|---|---|
| UCIR (NME)* | 59.92 | Learning a Unified Classifier Incrementally via Rebalancing | |
| RMM (ResNet-18) | 67.45 | RMM: Reinforced Memory Management for Class-Incremental Learning | |
| PODNet | 64.13 | PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | |
| PPCA-CLIP | - | Scalable Learning with Incremental Probabilistic PCA |
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