Lifelong Learning on CIFAR100 Split
67.7AccuracyMTL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MTLsetting=upper bound, data availability=whole dataset always available2021.05 | 67.7 | — | — | |
| TAG-RMSProp2021.05 | 62.79 | 0.1 | 72.06 | |
| ERepisodic memory size=1 example per class2021.05 | 59.14 | 0.12 | 70.36 | |
| Stable SGD2021.05 | 57.04 | 0.09 | 64.62 | |
| A-GEMepisodic memory size=1 example per class2021.05 | 54.25 | 0.16 | 68.98 | |
| Naive SGD2021.05 | 51.36 | 0.18 | 68.46 | |
| EWCBackbone=reduced ResNet182021.05 | 49.06 | 0.19 | 66.82 | |
| Naive RMSProp2021.05 | 48.91 | 0.2 | 67.28 |