Few-shot classification on CDD 5-way 1-shot
65AAABHFA-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ABHFA-Net2025.10 | 65 | 67.1 | |
| HC-Transformer2025.10 | 64.8 | 66.9 | |
| FSDM2025.10 | 64.4 | 66.5 | |
| HELA-VFA2025.10 | 64.3 | 66.8 | |
| SSL-ViT-16Backbone=ViT-162025.10 | 63.8 | 65.5 | |
| CVAE2025.10 | 63.1 | 65.5 | |
| VFA-Net2025.10 | 62.8 | 64.2 | |
| Triplet Network2025.10 | 62.2 | 64.5 | |
| Siamese Network2025.10 | 61.7 | 63.2 | |
| GL-ViT2025.10 | 61.5 | 64.6 | |
| Wasserstein VI2025.10 | 61.2 | 64.5 | |
| MatchingNet2025.10 | 60.8 | 62.1 | |
| TIM2025.10 | 57.8 | 59.2 | |
| ProtoNet2025.10 | 55.5 | 57.7 | |
| Prototype FT2025.10 | 55.4 | 58.3 | |
| Transductive FT2025.10 | 52.7 | 55.1 | |
| SimpleShot2025.10 | 42.7 | 43.9 | |
| BDCSPN2025.10 | 40.6 | 42.1 | |
| RelationNet2025.10 | 34.9 | 38.7 |