Continual Learning on Split Mini-ImageNet
96.84Avg Per-Task AccuracyModel Zoo
Evaluation results
| Method | Links | |
|---|---|---|
| Model ZooReplay=true, Single Epoch=false2021.06 | 96.84 | |
| Model Zoo-smallReplay=true, Single Epoch=false2021.06 | 94.27 | |
| Multi-Head (multi-task)2021.06 | 90.83 | |
| IsolatedReplay=false, Single Epoch=false2021.06 | 86.28 | |
| Model Zoo-small (10% replay)Replay=true, Single Epoch=false2021.06 | 84.6 | |
| Isolated-smallReplay=false, Single Epoch=false2021.06 | 82.48 | |
| ER-ReservoirReplay=true, Single Epoch=true2021.06 | 64.03 | |
| A-GEMReplay=true, Single Epoch=true2021.06 | 61.13 | |
| Stable-SGDReplay=false, Single Epoch=true2021.06 | 57.79 | |
| TAGReplay=false, Single Epoch=true2021.06 | 57.2 | |
| GEMReplay=true, Single Epoch=true2021.06 | 51.86 |