Few-Shot Class-Incremental Learning on CIFAR-100 (60 base classes, 5-way 5-shot, Session 7)
87.15AccuracyPriViLege
Evaluation results
| Method | Links | |
|---|---|---|
| PriViLegePT. Backbone=CLIP-B/162024.05 | 87.15 | |
| CoACTPT. Backbone=ViT-B/162024.05 | 86 | |
| CPE-CLIPPT. Backbone=CLIP-B/162024.05 | 81.44 | |
| SV-TPT. Backbone=SwinT2024.05 | 71.68 | |
| BOTPT. Backbone=X2024.05 | 60.52 | |
| SoftNetPT. Backbone=X2024.05 | 57.29 | |
| SAVCPT. Backbone=X2024.05 | 54.97 | |
| FACTPT. Backbone=X2024.05 | 54.24 | |
| LIMITPT. Backbone=X2024.05 | 53.52 | |
| MetaFSCILPT. Backbone=X2024.05 | 52.56 | |
| C-FSCILPT. Backbone=X2024.05 | 52.47 | |
| CLOMPT. Backbone=X2024.05 | 52.16 | |
| CECPT. Backbone=X2024.05 | 51.34 | |
| F2MPT. Backbone=X2024.05 | 46.58 | |
| FSLL+SSPT. Backbone=X2024.05 | 45.23 | |
| FSLLPT. Backbone=X2024.05 | 44.2 | |
| IDLVQ-CPT. Backbone=X2024.05 | 43.14 | |
| TOPICPT. Backbone=X2024.05 | 29.46 | |
| iCaRLPT. Backbone=X2024.05 | 18.8 | |
| RebalancingPT. Backbone=X2024.05 | 17.24 |