Few-shot classification on CDD 5-way 5-shot
77.7Average Accuracy (AA)HC-Transformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HC-Transformer2025.10 | 77.7 | 79.2 | |
| FSDM2025.10 | 75.4 | 77.2 | |
| ABHFA-Net2025.10 | 74.2 | 77.6 | |
| RelationNet2025.10 | 73.8 | 75.4 | |
| SSL-ViT-16Backbone=ViT-162025.10 | 73.6 | 76.1 | |
| GL-ViT2025.10 | 73.2 | 75.5 | |
| HELA-VFA2025.10 | 73 | 75.8 | |
| CVAE2025.10 | 71.3 | 73.6 | |
| MatchingNet2025.10 | 70 | 71.9 | |
| ProtoNet2025.10 | 69.5 | 70.4 | |
| VFA-Net2025.10 | 69.4 | 72.2 | |
| TIM2025.10 | 66.7 | 67.4 | |
| Wasserstein VI2025.10 | 65.8 | 68.4 | |
| Prototype FT2025.10 | 65.5 | 68 | |
| Transductive FT2025.10 | 64.2 | 67.9 | |
| SimpleShot2025.10 | 54.5 | 56.7 | |
| BDCSPN2025.10 | 53.6 | 55.9 |