Few-Shot Class-Incremental Learning on CIFAR-100 (60 base classes, 5-way 5-shot, Session 4)
87.83AccuracyPriViLege
Evaluation results
| Method | Links | |
|---|---|---|
| PriViLegePT. Backbone=CLIP-B/162024.05 | 87.83 | |
| CoACTPT. Backbone=ViT-B/162024.05 | 86.98 | |
| CPE-CLIPPT. Backbone=CLIP-B/162024.05 | 82.64 | |
| SV-TPT. Backbone=SwinT2024.05 | 76.06 | |
| BOTPT. Backbone=X2024.05 | 67.83 | |
| SoftNetPT. Backbone=X2024.05 | 64.45 | |
| SAVCPT. Backbone=X2024.05 | 61.91 | |
| FACTPT. Backbone=X2024.05 | 61.38 | |
| LIMITPT. Backbone=X2024.05 | 60.7 | |
| C-FSCILPT. Backbone=X2024.05 | 59.84 | |
| MetaFSCILPT. Backbone=X2024.05 | 59.48 | |
| CLOMPT. Backbone=X2024.05 | 59.26 | |
| CECPT. Backbone=X2024.05 | 58.09 | |
| F2MPT. Backbone=X2024.05 | 54.08 | |
| FSLL+SSPT. Backbone=X2024.05 | 52.24 | |
| FSLLPT. Backbone=X2024.05 | 51.1 | |
| IDLVQ-CPT. Backbone=X2024.05 | 49.88 | |
| TOPICPT. Backbone=X2024.05 | 37.48 | |
| iCaRLPT. Backbone=X2024.05 | 30.49 | |
| RebalancingPT. Backbone=X2024.05 | 25.68 |