Few-shot Classification on Pascal-5^i 1-way 1-shot
87.2Accuracy (S^0)ASNet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ASNetBackbone=ResNet-1012022.03 | 87.2 | 88.1 | 77.2 | 87.2 | 84.9 | |
| HSNetBackbone=ResNet-1012022.03 | 86.6 | 86.6 | 75.7 | 86 | 83.7 | |
| HSNetps-mask=false, learnable parameters=2.6M2023.07 | 84.5 | 84.8 | 60.8 | 85.3 | 78.9 | |
| CSTps-mask=true, learnable parameters=0.4M2023.07 | 84 | 82.2 | 70.8 | 82.6 | 79.9 | |
| CST (image)ps-mask=false, learnable parameters=0.4M2023.07 | 83.9 | 80.7 | 65.9 | 82.7 | 78.3 | |
| PANetBackbone=ResNet-1012022.03 | 80.8 | 76.6 | 74.4 | 75.5 | 76.8 | |
| ASNetps-mask=false, learnable parameters=1.3M2023.07 | 80.2 | 84 | 66.2 | 82.7 | 78.3 | |
| PFENetBackbone=ResNet-1012022.03 | 68.4 | 83 | 65.8 | 75.2 | 73.1 |