Few-Shot Class-Incremental Learning on CIFAR-100 60 base classes 5-way 5-shot Session 8
86.06AccuracyPriViLege
Evaluation Results
| Method | Links | |
|---|---|---|
| PriViLegePT. Backbone=CLIP-B/162024.05 | 86.06 | |
| CoACTPT. Backbone=ViT-B/162024.05 | 84.63 | |
| CPE-CLIPPT. Backbone=CLIP-B/162024.05 | 80.52 | |
| SV-TPT. Backbone=SwinT2024.05 | 69.75 | |
| BOTPT. Backbone=X2024.05 | 58.75 | |
| SoftNetPT. Backbone=X2024.05 | 55.33 | |
| SAVCPT. Backbone=X2024.05 | 53.12 | |
| FACTPT. Backbone=X2024.05 | 52.1 | |
| LIMITPT. Backbone=X2024.05 | 51.23 | |
| C-FSCILPT. Backbone=X2024.05 | 50.47 | |
| CLOMPT. Backbone=X2024.05 | 50.25 | |
| MetaFSCILPT. Backbone=X2024.05 | 49.97 | |
| CECPT. Backbone=X2024.05 | 49.14 | |
| F2MPT. Backbone=X2024.05 | 44.65 | |
| FSLL+SSPT. Backbone=X2024.05 | 43.92 | |
| FSLLPT. Backbone=X2024.05 | 42.28 | |
| IDLVQ-CPT. Backbone=X2024.05 | 41.84 | |
| TOPICPT. Backbone=X2024.05 | 24.42 | |
| iCaRLPT. Backbone=X2024.05 | 17.21 | |
| RebalancingPT. Backbone=X2024.05 | 14.17 |