Few-Shot Class-Incremental Learning on CIFAR-100 (60 base classes, 8 sessions evaluation)
84.02Average Accuracy (AA)COMPOSE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| COMPOSEBackbone=DINOv2 ViT-B/14, Input Resolution=224x224, Base Classes=60, Incremental Sessions=8 sessions x 5-way 5-shot, Replay Buffer Size=20 exemplars per class2026.05 | 84.02 | 3.54 | |
| COMPOSE-CTBackbone=DINOv2 ViT-B/14, Input Resolution=224x224, Base Classes=60, Incremental Sessions=8 sessions x 5-way 5-shot, Replay Buffer Size=20 exemplars per class, Mode=ablation2026.05 | 83.32 | 3.11 | |
| Comp-FSCILBackbone=DINOv2 ViT-B/14, Input Resolution=224x224, Base Classes=60, Incremental Sessions=8 sessions x 5-way 5-shot2026.05 | 74.97 | 27.91 |