Class Incremental Learning on ImageNet (5 & 10 tasks setup)
69.72Avg Inc Acc (5 tasks)Joint-training
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Joint-trainingevaluation protocol=upper bound (all data accessible)2021.02 | 69.72 | 69.75 | |
| CCIL-SDexemplar selection=random2021.02 | 68.04 | 66.25 | |
| CCILexemplar selection=random2021.02 | 67.53 | 65.61 | |
| TPCILexemplar selection=random2021.02 | 64.89 | 62.88 | |
| Mnemonicsexemplar selection=random2021.02 | 64.54 | 63.01 | |
| LUCIRexemplar selection=random2021.02 | 64.34 | 61.28 | |
| BiCexemplar selection=random2021.02 | 62.65 | 58.72 | |
| iCaRLexemplar selection=random2021.02 | 51.5 | 46.89 |