Out-of-distribution detection on LSUN CROP (test)
76.9Detection AccuracyAlignMixup/AE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AlignMixup/AEBackbone=PreActResnet182021.03 | 76.9 | 83.5 | 86.7 | 79.4 | |
| AlignMixupBackbone=PreActResnet182021.03 | 74.2 | 79.9 | 84.1 | 75.1 | |
| StyleCutMixBackbone=PreActResnet182021.03 | 70.8 | 78.6 | 83.7 | 74.9 | |
| Co-MixupBackbone=PreActResnet182021.03 | 70.4 | 75.6 | 82.3 | 70.3 | |
| Saliency MixBackbone=PreActResnet182021.03 | 68.5 | 79.7 | 82.2 | 64.4 | |
| PuzzleMixBackbone=PreActResnet182021.03 | 64.3 | 69.1 | 80.6 | 73.7 | |
| CutmixBackbone=PreActResnet182021.03 | 63.8 | 63.1 | 61.9 | 63.4 | |
| StyleMixBackbone=PreActResnet182021.03 | 62.3 | 64.2 | 70.9 | 63.9 | |
| ManifoldBackbone=PreActResnet182021.03 | 58.9 | 60.3 | 57.8 | 59.5 | |
| InputBackbone=PreActResnet182021.03 | 57.5 | 59.3 | 61.4 | 55.2 | |
| BaselineBackbone=PreActResnet182021.03 | 54 | 47.1 | 54.5 | 45.6 |