Incremental Learning on ImageNet - 500 classes + 5 steps of 100 classes
Metric: Average Incremental Accuracy (higher is better)
Metric: Average Incremental Accuracy (higher is better)
| # | Model↕ | Average Incremental Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RMM (ResNet-18) | 69.21 | No | RMM: Reinforced Memory Management for Class-Incr... | 2023-01-14 | Code |
| 2 | CCIL-SD | 68.04 | No | Essentials for Class Incremental Learning | 2021-02-18 | Code |
| 3 | PODNet | 66.95 | No | PODNet: Pooled Outputs Distillation for Small-Ta... | 2020-04-28 | Code |