Few-Shot Open-Set Recognition on miniImageNet (test)
83.12AccuracyATT-G
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ATT-GShot=5-shot2023.04 | 83.12 | 79.85 | |
| GELShot=5-shot2023.04 | 83.05 | 82.29 | |
| RFDNetShot=5-shot, Backbone=ResNet-122023.04 | 82.44 | 80.31 | |
| SnaTCHer-LShot=5-shot2023.04 | 82.36 | 76.15 | |
| ATTShot=5-shot2023.04 | 82.31 | 79.85 | |
| FEATShot=5-shot2023.04 | 82.02 | 63.18 | |
| SnaTCHer-FShot=5-shot2023.04 | 82.02 | 77.42 | |
| SnaTCHer-TShot=5-shot2023.04 | 81.77 | 76.66 | |
| PEELERShot=5-shot, Backbone=ResNet-122023.04 | 80.61 | 67.35 | |
| ProtoNetShot=5-shot2023.04 | 80.09 | 60.39 | |
| PEELERShot=5-shot, Backbone=ResNet-182023.04 | 75.08 | 69.85 | |
| GELShot=1-shot2023.04 | 68.26 | 73.7 | |
| ATT-GShot=1-shot2023.04 | 68.11 | 72.41 | |
| ATTShot=1-shot2023.04 | 67.64 | 71.35 | |
| SnaTCHer-LShot=1-shot2023.04 | 67.6 | 69.4 | |
| FEATShot=1-shot2023.04 | 67.02 | 57.01 | |
| SnaTCHer-FShot=1-shot2023.04 | 67.02 | 68.27 | |
| SnaTCHer-TShot=1-shot2023.04 | 66.6 | 70.17 | |
| RFDNetShot=1-shot, Backbone=ResNet-122023.04 | 66.23 | 71.37 | |
| PEELERShot=1-shot, Backbone=ResNet-122023.04 | 65.86 | 60.57 | |
| ProtoNetShot=1-shot2023.04 | 64.01 | 51.81 | |
| PEELERShot=1-shot, Backbone=ResNet-182023.04 | 58.31 | 61.66 |