Few-Shot Class-Incremental Learning on miniImageNet (5-way 5-shot setup)
96.68A_BasePriViLege
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PriViLegeBackbone=ViT-B/162024.04 | 96.68 | 94.1 | 95.27 | |
| DualPromptBackbone=ViT-B/162024.04 | 95.05 | 57.14 | 73.31 | |
| L2PBackbone=ViT-B/162024.04 | 94.59 | 56.84 | 72.97 | |
| Fine-Tuning + ProtoBackbone=ViT-B/162024.04 | 93.67 | 9.87 | 44.6 | |
| CECBackbone=ViT-B/162024.04 | 87.43 | 80.74 | 83.06 | |
| WaRPBackbone=ViT-B/162024.04 | 83.3 | 67.97 | 74.13 | |
| NC-FSCILBackbone=ViT-B/162024.04 | 77.25 | 46.35 | 59.52 |