Class-Incremental Learning on ImageNet-100 10-task setting (test)
57.05AMeanTagFex + Ours
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TagFex + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 57.05 | 43.01 | |
| TagFexNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 54.73 | 41.7 | |
| DER + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 54.57 | 42.62 | |
| DERNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 52.25 | 40.28 | |
| iCaRL + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 52.19 | 32.78 | |
| FOSTER + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 51.49 | 23.38 | |
| MEMO + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 51.05 | 37.28 | |
| FOSTERNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 48.39 | 20.88 | |
| MEMONumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 47.01 | 34.98 | |
| iCaRLNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 43.71 | 24.38 |