Few-Shot Class-Incremental Learning on CIFAR-100 (60 base classes, 5-way 5-shot, Session 0)
90.88AccuracyPriViLege
Evaluation Results
| Method | Links | |
|---|---|---|
| PriViLegePT. Backbone=CLIP-B/162024.05 | 90.88 | |
| CoACTPT. Backbone=ViT-B/162024.05 | 90.46 | |
| CPE-CLIPPT. Backbone=CLIP-B/162024.05 | 87.83 | |
| SV-TPT. Backbone=SwinT2024.05 | 86.77 | |
| BOTPT. Backbone=X2024.05 | 80.25 | |
| SoftNetPT. Backbone=X2024.05 | 79.88 | |
| SAVCPT. Backbone=X2024.05 | 79.85 | |
| C-FSCILPT. Backbone=X2024.05 | 77.47 | |
| FACTPT. Backbone=X2024.05 | 74.6 | |
| MetaFSCILPT. Backbone=X2024.05 | 74.5 | |
| CLOMPT. Backbone=X2024.05 | 74.2 | |
| LIMITPT. Backbone=X2024.05 | 73.81 | |
| CECPT. Backbone=X2024.05 | 73.07 | |
| FSLL+SSPT. Backbone=X2024.05 | 68.85 | |
| F2MPT. Backbone=X2024.05 | 67.28 | |
| FSLLPT. Backbone=X2024.05 | 66.48 | |
| IDLVQ-CPT. Backbone=X2024.05 | 64.77 | |
| RebalancingPT. Backbone=X2024.05 | 61.31 | |
| iCaRLPT. Backbone=X2024.05 | 61.31 | |
| TOPICPT. Backbone=X2024.05 | 61.31 |