Few-Shot Open-Set Recognition on CIFAR-FS (test)
87.63AccuracyGEL w/o Pix
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GEL w/o PixShot=5-shot2023.04 | 87.63 | 86.84 | |
| SnaTCHer-FShot=5-shot, Backbone=ResNet-122023.04 | 87.18 | 85.81 | |
| GELShot=5-shot2023.04 | 86.74 | 86.56 | |
| ATT-GShot=5-shot2023.04 | 86.52 | 84.64 | |
| PEELERShot=5-shot, Backbone=ResNet-122023.04 | 85.46 | 75.97 | |
| RFDNetShot=5-shot, Backbone=ResNet-122023.04 | 85.12 | 84.4 | |
| FEATShot=5-shot, Backbone=ResNet-122023.04 | 83.96 | 82.88 | |
| GELShot=1-shot2023.04 | 76.77 | 78.67 | |
| GEL w/o PixShot=1-shot2023.04 | 76.67 | 79.43 | |
| SnaTCHer-FShot=1-shot, Backbone=ResNet-122023.04 | 75.09 | 78.15 | |
| RFDNetShot=1-shot, Backbone=ResNet-122023.04 | 73.83 | 75.35 | |
| ATT-GShot=1-shot2023.04 | 72.43 | 76.72 | |
| PEELERShot=1-shot, Backbone=ResNet-122023.04 | 71.47 | 71.28 | |
| FEATShot=1-shot, Backbone=ResNet-122023.04 | 70.89 | 74.83 |