Out-of-Distribution Detection on Weilbul noise (test)
100OOD Detection Accuracy (UT)De2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| De2Noise level=Strong, Threshold=τ12024.12 | 100 | 9.8 | |
| De1Noise level=Strong, Threshold=τ12024.12 | 96.7 | 19.1 | |
| BNNNoise level=Strong, Threshold=τ12024.12 | 82.8 | 10.2 | |
| De2Noise level=Medium, Threshold=τ12024.12 | 74.3 | 9.8 | |
| ConvLSTM-DNoise level=Strong, Threshold=τ12024.12 | 72.5 | 10.1 | |
| De1Noise level=Medium, Threshold=τ12024.12 | 70.4 | 19.1 | |
| De2Noise level=Slight, Threshold=τ12024.12 | 59 | 9.8 | |
| BNNNoise level=Medium, Threshold=τ12024.12 | 48.5 | 10.2 | |
| De1Noise level=Slight, Threshold=τ12024.12 | 45.6 | 19.1 | |
| ConvLSTM-DNoise level=Medium, Threshold=τ12024.12 | 38.9 | 10.1 | |
| BNNNoise level=Slight, Threshold=τ12024.12 | 22.5 | 10.2 | |
| ConvLSTM-DNoise level=Slight, Threshold=τ12024.12 | 19.9 | 10.1 |