Image Classification on MEDIC subset
67.3AAFSDM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSDMProtocol=5-way-5-shot2025.10 | 67.3 | 70.5 | |
| ABHFA-NetProtocol=5-way-5-shot2025.10 | 66.5 | 68.7 | |
| HC-TransformerProtocol=5-way-5-shot2025.10 | 66.3 | 68.5 | |
| HELA-VFAProtocol=5-way-5-shot2025.10 | 66.1 | 68.2 | |
| CVAEProtocol=5-way-5-shot2025.10 | 65.8 | 66.4 | |
| SSL-ViT-16Protocol=5-way-5-shot2025.10 | 65.4 | 66.4 | |
| GL-ViTProtocol=5-way-5-shot2025.10 | 63.5 | 65.6 | |
| VFA-NetProtocol=5-way-5-shot2025.10 | 62.3 | 63.5 | |
| Transductive FTProtocol=5-way-5-shot2025.10 | 62 | 63.9 | |
| TIMProtocol=5-way-5-shot2025.10 | 61.1 | 63.7 | |
| Prototype FTProtocol=5-way-5-shot2025.10 | 60.7 | 62.3 | |
| ABHFA-NetProtocol=5-way-1-shot2025.10 | 60.2 | 61.9 | |
| FSDMProtocol=5-way-1-shot2025.10 | 59.9 | 60.5 | |
| Wasserstein VIProtocol=5-way-5-shot2025.10 | 59.8 | 62.9 | |
| SSL-ViT-16Protocol=5-way-1-shot2025.10 | 59.7 | 61.9 | |
| BDCSPNProtocol=5-way-5-shot2025.10 | 59.6 | 61.7 | |
| HC-TransformerProtocol=5-way-1-shot2025.10 | 59.5 | 62.2 | |
| CVAEProtocol=5-way-1-shot2025.10 | 58.7 | 60.6 | |
| HELA-VFAProtocol=5-way-1-shot2025.10 | 58.4 | 60.9 | |
| GL-ViTProtocol=5-way-1-shot2025.10 | 58.3 | 60.3 | |
| Siamese NetworkProtocol=5-way-1-shot2025.10 | 57.3 | 60.5 | |
| SimpleShotProtocol=5-way-5-shot2025.10 | 56.2 | 57.8 | |
| ProtoNetProtocol=5-way-5-shot2025.10 | 55.9 | 57.9 | |
| Wasserstein VIProtocol=5-way-1-shot2025.10 | 55.9 | 57 | |
| Triplet NetworkProtocol=5-way-1-shot2025.10 | 55.3 | 58.4 | |
| VFA-NetProtocol=5-way-1-shot2025.10 | 53.6 | 55 | |
| TIMProtocol=5-way-1-shot2025.10 | 52.8 | 54.5 | |
| RelationNetProtocol=5-way-5-shot2025.10 | 51.3 | 53.3 | |
| MatchingNetProtocol=5-way-5-shot2025.10 | 47 | 48.9 | |
| Transductive FTProtocol=5-way-1-shot2025.10 | 44.9 | 46.4 | |
| SimpleShotProtocol=5-way-1-shot2025.10 | 44 | 46.3 | |
| Prototype FTProtocol=5-way-1-shot2025.10 | 42 | 44.2 | |
| BDCSPNProtocol=5-way-1-shot2025.10 | 40.7 | 43.6 | |
| MatchingNetProtocol=5-way-1-shot2025.10 | 38.6 | 40.5 | |
| ProtoNetProtocol=5-way-1-shot2025.10 | 34.3 | 37.1 | |
| RelationNetProtocol=5-way-1-shot2025.10 | 26.3 | 28.7 |