Few-Shot Class-Incremental Learning on CIFAR-100 (60 base classes, 5-way 5-shot, Session 3)
87.55AccuracyPriViLege
Evaluation results
| Method | Links | |
|---|---|---|
| PriViLegePT. Backbone=CLIP-B/162024.05 | 87.55 | |
| CoACTPT. Backbone=ViT-B/162024.05 | 86.94 | |
| CPE-CLIPPT. Backbone=CLIP-B/162024.05 | 82.85 | |
| SV-TPT. Backbone=SwinT2024.05 | 77.2 | |
| BOTPT. Backbone=X2024.05 | 70.82 | |
| SoftNetPT. Backbone=X2024.05 | 67.47 | |
| SAVCPT. Backbone=X2024.05 | 65.28 | |
| LIMITPT. Backbone=X2024.05 | 63.89 | |
| FACTPT. Backbone=X2024.05 | 63.52 | |
| C-FSCILPT. Backbone=X2024.05 | 63.25 | |
| MetaFSCILPT. Backbone=X2024.05 | 62.77 | |
| CLOMPT. Backbone=X2024.05 | 62.39 | |
| CECPT. Backbone=X2024.05 | 61.19 | |
| F2MPT. Backbone=X2024.05 | 57.06 | |
| FSLL+SSPT. Backbone=X2024.05 | 55.23 | |
| FSLLPT. Backbone=X2024.05 | 54.16 | |
| IDLVQ-CPT. Backbone=X2024.05 | 52.62 | |
| TOPICPT. Backbone=X2024.05 | 41.16 | |
| iCaRLPT. Backbone=X2024.05 | 37.63 | |
| RebalancingPT. Backbone=X2024.05 | 31.91 |