Continual Learning on CIFAR-10 (Accuracy and Transfer Metrics)
65.2Accuracy (ACC)ER-ACE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ER-ACEAttack Type=None2026.06 | 65.2 | 15.2 | — | — | — | |
| DER++Attack Type=None2026.06 | 64 | 29.1 | — | — | — | |
| SCRAttack Type=None2026.06 | 59.6 | 38.9 | — | — | — | |
| ERAttack Type=None2026.06 | 50.4 | 55.1 | — | — | — | |
| ER-ACEAttack Type=KL2026.06 | 34.2 | 56.9 | 1 | 0.1 | 1 | |
| DER++Attack Type=KL2026.06 | 33.1 | 69.1 | 5 | 0.2 | 0.9 | |
| ER-ACEAttack Type=TV2026.06 | 32.3 | 60.3 | 4 | 3 | 2 | |
| SCRAttack Type=KL2026.06 | 31.1 | 78.2 | 4 | 0.7 | 1.5 | |
| DER++Attack Type=TV2026.06 | 30.7 | 75.1 | 10 | 1 | 2 | |
| ERAttack Type=KL2026.06 | 29.3 | 82.7 | 5 | 0.2 | 1 | |
| SCRAttack Type=TV2026.06 | 28.9 | 83.4 | 4 | 0.7 | 1.8 | |
| ERAttack Type=TV2026.06 | 25.1 | 88.2 | 5 | 6 | 1.5 |