Class-Incremental Learning on Food101 10-task setting (test)
74.57Average Mean AccuracyTagFex + Ours
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TagFex + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 74.57 | 68.64 | |
| DER + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 71.58 | 63.98 | |
| TagFexNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 71.55 | 66.67 | |
| DERNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 69.2 | 61.42 | |
| iCaRL + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 68.57 | 56.03 | |
| MEMO + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 64.73 | 55.83 | |
| FOSTER + OursNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 64.61 | 53.9 | |
| FOSTERNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 63.88 | 52.6 | |
| iCaRLNumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 63.46 | 50.13 | |
| MEMONumber of tasks=10, Replay buffer size=20 exemplars per class2026.03 | 62.25 | 54.75 |