Few-Shot Class-Incremental Learning on CIFAR-100 (60 base classes, 5-way 5-shot, Session 6)
87.53AccuracyPriViLege
Evaluation results
| Method | Links | |
|---|---|---|
| PriViLegePT. Backbone=CLIP-B/162024.05 | 87.53 | |
| CoACTPT. Backbone=ViT-B/162024.05 | 86.39 | |
| CPE-CLIPPT. Backbone=CLIP-B/162024.05 | 82.27 | |
| SV-TPT. Backbone=SwinT2024.05 | 72.92 | |
| BOTPT. Backbone=X2024.05 | 62.73 | |
| SoftNetPT. Backbone=X2024.05 | 59.07 | |
| SAVCPT. Backbone=X2024.05 | 57.24 | |
| FACTPT. Backbone=X2024.05 | 56.28 | |
| LIMITPT. Backbone=X2024.05 | 55.67 | |
| C-FSCILPT. Backbone=X2024.05 | 54.42 | |
| MetaFSCILPT. Backbone=X2024.05 | 54.36 | |
| CLOMPT. Backbone=X2024.05 | 54.36 | |
| CECPT. Backbone=X2024.05 | 53.22 | |
| F2MPT. Backbone=X2024.05 | 48.82 | |
| FSLL+SSPT. Backbone=X2024.05 | 47.74 | |
| FSLLPT. Backbone=X2024.05 | 46.54 | |
| IDLVQ-CPT. Backbone=X2024.05 | 44.83 | |
| TOPICPT. Backbone=X2024.05 | 32.19 | |
| iCaRLPT. Backbone=X2024.05 | 20.89 | |
| RebalancingPT. Backbone=X2024.05 | 18.67 |