Few-Shot Image Classification on CUB-200 (test)
90.82AccuracynoHub-S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| noHub-SBackbone=WideResNet28-10, Number of shots=1-shot2023.03 | 90.82 | 7.67 | |
| noHubBackbone=WideResNet28-10, Number of shots=1-shot2023.03 | 90.25 | 5.67 | |
| L2Backbone=WideResNet28-10, Number of shots=1-shot2023.03 | 88.61 | 3.5 | |
| CL2Backbone=WideResNet28-10, Number of shots=1-shot2023.03 | 88.52 | 3.33 | |
| EASEBackbone=WideResNet28-10, Number of shots=1-shot2023.03 | 88.51 | 3.5 | |
| TCPRBackbone=WideResNet28-10, Number of shots=1-shot2023.03 | 88.22 | 2.5 | |
| noHub-SBackbone=ResNet-18, Number of shots=1-shot2023.03 | 83.1 | 7.67 | |
| ReRepBackbone=WideResNet28-10, Number of shots=1-shot2023.03 | 83.1 | 3.5 | |
| noHubBackbone=ResNet-18, Number of shots=1-shot2023.03 | 81.91 | 6.83 | |
| NoneBackbone=WideResNet28-10, Number of shots=1-shot2023.03 | 79.23 | 1.17 | |
| EASEBackbone=ResNet-18, Number of shots=1-shot2023.03 | 78.84 | 3.67 | |
| TCPRBackbone=ResNet-18, Number of shots=1-shot2023.03 | 78.83 | 4 | |
| CL2Backbone=ResNet-18, Number of shots=1-shot2023.03 | 78.26 | 2.83 | |
| L2Backbone=ResNet-18, Number of shots=1-shot2023.03 | 78.09 | 2.33 | |
| ZNBackbone=WideResNet28-10, Number of shots=1-shot2023.03 | 76 | 1.5 | |
| ReRepBackbone=ResNet-18, Number of shots=1-shot2023.03 | 69.6 | 4.17 | |
| ZNBackbone=ResNet-18, Number of shots=1-shot2023.03 | 67.43 | 2.67 | |
| NoneBackbone=ResNet-18, Number of shots=1-shot2023.03 | 63.78 | 0.17 |