Incremental Learning On Imagenet 500 Classes 1
Metrics
Average Incremental Accuracy
Results
Performance results of various models on this benchmark
Model Name | Average Incremental Accuracy | Paper Title | Repository |
|---|---|---|---|
| PODNet | 66.95 | PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | - |
| PPCA-CLIP | - | Scalable Learning with Incremental Probabilistic PCA | |
| RMM (ResNet-18) | 69.21 | RMM: Reinforced Memory Management for Class-Incremental Learning | - |
| CCIL-SD | 68.04 | Essentials for Class Incremental Learning | - |
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