Gaussian Noise
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Uncertainty Estimation | Gaussian noise dataset | Uncertainty Interval Length0.05 | 30 | |
| Out-of-distribution detection | Gaussian Noise (test) | Detection Acc90.1 | 23 | |
| Sparse Attack Detection | Gaussian noise with specific trajectory shift of 1.0 x 10^4 (m=150) (test) | NRMSE1.22 | 20 | |
| Speech Recognition | Gaussian noise | WER (σ=0.0)3.7 | 15 | |
| Out-of-Distribution Detection | Gaussian Noise (OOD) | AUROC1 | 5 | |
| OOD Detection | Gaussian noise Slight level (test) | OOD Performance (UT)51.8 | 4 | |
| OOD Detection | Gaussian noise Medium level (test) | OOD Detection Rate (UT)78.4 | 4 | |
| OOD Detection | Gaussian noise, Strong level (test) | OOD Score (UT)82.1 | 4 | |
| OOD Detection | Gaussian Noise | True Positive Rate100 | 2 |
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