Continual Learning on Split CIFAR-10
91.65AccuracyHEM-
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HEM-Strategy=Reply2025.01 | 91.65 | — | |
| HEM-Strategy=LwF2025.01 | 89.01 | — | |
| CEStrategy=LwF2025.01 | 88.27 | — | |
| MMStrategy=LwF2025.01 | 86.66 | — | |
| CEStrategy=Reply2025.01 | 83.68 | — | |
| MMStrategy=Reply2025.01 | 81.32 | — | |
| HEM-Strategy=EWC2025.01 | 79.63 | — | |
| MMStrategy=EWC2025.01 | 74.31 | — | |
| CEStrategy=EWC2025.01 | 73.92 | — | |
| LNStrategy=Reply2025.01 | 69.66 | — | |
| LNStrategy=LwF2025.01 | 69.59 | — | |
| LNStrategy=SI2025.01 | 66.87 | — | |
| MMStrategy=SI2025.01 | 66.83 | — | |
| HEM-Strategy=SI2025.01 | 64.83 | — | |
| LNStrategy=EWC2025.01 | 62.96 | — | |
| CEStrategy=SI2025.01 | 58.81 | — | |
| DICEStrategy=Reply2025.01 | 50 | — | |
| DICEStrategy=SI2025.01 | 50 | — | |
| DICEStrategy=EWC2025.01 | 50 | — | |
| DICEStrategy=LwF2025.01 | 50 | — | |
| Amnesia2026.06 | 29.3 | 82.7 | |
| BrainWash2026.06 | 25.5 | 75.4 | |
| Targeted Poisoning2026.06 | 19.6 | 66.3 | |
| PACOL2026.06 | 15.8 | 68.7 |