Out-of-Distribution Detection on Rayleigh noise (test)
100OOD Detection Rate (UT)De2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| De2Noise level=Strong, Threshold=τ12024.12 | 100 | 9.8 | |
| De1Noise level=Strong, Threshold=τ12024.12 | 94.5 | 19.1 | |
| De2Noise level=Medium, Threshold=τ12024.12 | 87.1 | 9.8 | |
| BNNNoise level=Strong, Threshold=τ12024.12 | 85 | 10.2 | |
| De1Noise level=Medium, Threshold=τ12024.12 | 78 | 19.1 | |
| ConvLSTM-DNoise level=Strong, Threshold=τ12024.12 | 73.6 | 10.1 | |
| De2Noise level=Slight, Threshold=τ12024.12 | 58.9 | 9.8 | |
| BNNNoise level=Medium, Threshold=τ12024.12 | 58.8 | 10.2 | |
| ConvLSTM-DNoise level=Medium, Threshold=τ12024.12 | 51.8 | 10.1 | |
| De1Noise level=Slight, Threshold=τ12024.12 | 44.3 | 19.1 | |
| ConvLSTM-DNoise level=Slight, Threshold=τ12024.12 | 38 | 10.1 | |
| BNNNoise level=Slight, Threshold=τ12024.12 | 27.4 | 10.2 |