Few-Shot Open-Set Recognition on tieredImageNet (test)
85.38AccuracyATT-G
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ATT-GShot=5-shot2023.04 | 85.38 | 81.64 | |
| SnaTCHer-LShot=5-shot2023.04 | 85.23 | 80.81 | |
| FEATShot=5-shot2023.04 | 84.74 | 70.74 | |
| SnaTCHer-FShot=5-shot2023.04 | 84.74 | 82.02 | |
| GELShot=5-shot2023.04 | 84.6 | 81.95 | |
| SnaTCHer-TShot=5-shot2023.04 | 84.42 | 82.03 | |
| PEELERShot=5-shot, Backbone=ResNet-122023.04 | 84.1 | 73.27 | |
| ATTShot=5-shot2023.04 | 83.82 | 78.66 | |
| ProtoNetShot=5-shot2023.04 | 83.4 | 64.96 | |
| RFDNetShot=5-shot, Backbone=ResNet-122023.04 | 82.64 | 80.63 | |
| SnaTCHer-LShot=1-shot2023.04 | 70.85 | 74.95 | |
| ATT-GShot=1-shot2023.04 | 70.58 | 73.43 | |
| FEATShot=1-shot2023.04 | 70.52 | 63.54 | |
| SnaTCHer-FShot=1-shot2023.04 | 70.52 | 74.28 | |
| GELShot=1-shot2023.04 | 70.5 | 75.86 | |
| SnaTCHer-TShot=1-shot2023.04 | 70.45 | 74.84 | |
| PEELERShot=1-shot, Backbone=ResNet-122023.04 | 69.51 | 65.2 | |
| ATTShot=1-shot2023.04 | 69.34 | 72.74 | |
| ProtoNetShot=1-shot2023.04 | 68.26 | 60.73 | |
| RFDNetShot=1-shot, Backbone=ResNet-122023.04 | 66.84 | 72.68 |