Few-Shot Class-Incremental Learning on CIFAR-100 (60 base classes, 5-way 5-shot, Session 2)
88.97AccuracyPriViLege
Evaluation results
| Method | Links | |
|---|---|---|
| PriViLegePT. Backbone=CLIP-B/162024.05 | 88.97 | |
| CoACTPT. Backbone=ViT-B/162024.05 | 88.11 | |
| CPE-CLIPPT. Backbone=CLIP-B/162024.05 | 84.93 | |
| SV-TPT. Backbone=SwinT2024.05 | 80.36 | |
| BOTPT. Backbone=X2024.05 | 75.09 | |
| SoftNetPT. Backbone=X2024.05 | 71.64 | |
| SAVCPT. Backbone=X2024.05 | 69.37 | |
| LIMITPT. Backbone=X2024.05 | 67.87 | |
| FACTPT. Backbone=X2024.05 | 67.56 | |
| C-FSCILPT. Backbone=X2024.05 | 67.47 | |
| MetaFSCILPT. Backbone=X2024.05 | 66.84 | |
| CLOMPT. Backbone=X2024.05 | 66.17 | |
| CECPT. Backbone=X2024.05 | 65.26 | |
| F2MPT. Backbone=X2024.05 | 60.38 | |
| FSLL+SSPT. Backbone=X2024.05 | 59.24 | |
| FSLLPT. Backbone=X2024.05 | 58.16 | |
| IDLVQ-CPT. Backbone=X2024.05 | 55.93 | |
| TOPICPT. Backbone=X2024.05 | 45.17 | |
| iCaRLPT. Backbone=X2024.05 | 42.94 | |
| RebalancingPT. Backbone=X2024.05 | 39.31 |