Out-of-distribution detection on iSUN (test)
75.6Detection AccuracyAlignMixup/AE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AlignMixup/AEBackbone=PreActResnet182021.03 | 75.6 | 84.1 | 85.9 | 81.7 | |
| PuzzleMixBackbone=PreActResnet182021.03 | 73.9 | 77.2 | 79.3 | 71.1 | |
| AlignMixupBackbone=PreActResnet182021.03 | 72.8 | 83.2 | 84.1 | 80.3 | |
| StyleCutMixBackbone=PreActResnet182021.03 | 70.6 | 82.4 | 83.7 | 76.5 | |
| Co-MixupBackbone=PreActResnet182021.03 | 68.6 | 80.1 | 82.5 | 75.4 | |
| CutmixBackbone=PreActResnet182021.03 | 67 | 76.3 | 81 | 77.7 | |
| BaselineBackbone=PreActResnet182021.03 | 66.5 | 72.3 | 74.5 | 69.2 | |
| Saliency MixBackbone=PreActResnet182021.03 | 65.6 | 76.9 | 78.3 | 79.8 | |
| ManifoldBackbone=PreActResnet182021.03 | 64.7 | 73.1 | 80.7 | 76 | |
| StyleMixBackbone=PreActResnet182021.03 | 61.6 | 68.4 | 67.6 | 60.3 | |
| InputBackbone=PreActResnet182021.03 | 59.6 | 63 | 60.2 | 63.4 |