Few-shot Classification on Pascal-5^i 2-way 1-shot
74.6Accuracy (S^0)HSNet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HSNetBackbone=ResNet-1012022.03 | 74.6 | 74.4 | 55.6 | 70.8 | 68.9 | |
| CSTps-mask=true, learnable parameters=0.4M2023.07 | 74.3 | 67.2 | 49 | 67.8 | 64.6 | |
| ASNetBackbone=ResNet-1012022.03 | 73.1 | 76.8 | 56.7 | 74.7 | 70.3 | |
| CST (image)ps-mask=false, learnable parameters=0.4M2023.07 | 72.6 | 65.3 | 43.2 | 69.5 | 62.6 | |
| PANetBackbone=ResNet-1012022.03 | 72.4 | 64.5 | 53.4 | 64.7 | 63.8 | |
| HSNetps-mask=false, learnable parameters=2.6M2023.07 | 70.8 | 67 | 36.5 | 70.1 | 61.1 | |
| ASNetps-mask=false, learnable parameters=1.3M2023.07 | 67.6 | 70.2 | 44.5 | 69.3 | 62.9 | |
| PFENetBackbone=ResNet-1012022.03 | 25.9 | 56.2 | 44.6 | 38.8 | 41.4 |