Few-Shot Class-Incremental Learning on CUB200 (10-way 5-shot setup)
84.21Base AccFine-Tuning + Proto
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fine-Tuning + ProtoBackbone=ViT-B/162024.04 | 84.21 | 3.79 | 21.6 | |
| PriViLegeBackbone=ViT-B/162024.04 | 82.21 | 75.08 | 77.5 | |
| NC-FSCILBackbone=ViT-B/162024.04 | 78.49 | 38.8 | 57.92 | |
| CECBackbone=ViT-B/162024.04 | 75.4 | 65.7 | 72.41 | |
| WaRPBackbone=ViT-B/162024.04 | 67.74 | 49.36 | 55.85 | |
| DualPromptBackbone=ViT-B/162024.04 | 53.37 | 23.25 | 36.3 | |
| L2PBackbone=ViT-B/162024.04 | 44.97 | 15.41 | 24.99 |