Incremental Learning on ImageNet-100 - 50 classes + 25 steps of 2 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) | 76.54 | No | RMM: Reinforced Memory Management for Class-Incr... | 2023-01-14 | Code |
| 2 | FOSTER | 69.34 | No | FOSTER: Feature Boosting and Compression for Cla... | 2022-04-10 | Code |
| 3 | PODNet | 67.28 | No | PODNet: Pooled Outputs Distillation for Small-Ta... | 2020-04-28 | Code |