Out-of-distribution detection on Tiny ImageNet CROP (test)
79.7Detection AccuracyAlignMixup/AE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AlignMixup/AEBackbone=PreActResnet182021.03 | 79.7 | 88 | 89.7 | 85.7 | |
| AlignMixupBackbone=PreActResnet182021.03 | 77.2 | 85 | 87.8 | 85 | |
| StyleCutMixBackbone=PreActResnet182021.03 | 75.3 | 82.6 | 82.9 | 78.4 | |
| Saliency MixBackbone=PreActResnet182021.03 | 73.3 | 83.7 | 87 | 82 | |
| PuzzleMixBackbone=PreActResnet182021.03 | 71.8 | 76.2 | 78.2 | 81.9 | |
| Co-MixupBackbone=PreActResnet182021.03 | 71.5 | 84.8 | 86.1 | 80.5 | |
| CutmixBackbone=PreActResnet182021.03 | 70.4 | 84.3 | 87.1 | 80.6 | |
| StyleMixBackbone=PreActResnet182021.03 | 67.8 | 73.9 | 71.5 | 78.4 | |
| ManifoldBackbone=PreActResnet182021.03 | 67.4 | 69.9 | 69.3 | 70.5 | |
| BaselineBackbone=PreActResnet182021.03 | 61.2 | 64.8 | 67.8 | 60.6 | |
| InputBackbone=PreActResnet182021.03 | 58.7 | 62.8 | 63 | 62.1 |