Industrial Defect Detection on Bosch (AUC, ΔAUC)
71.86AUCRandom
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RandomTime (s)=13.69, Speedup=0.82×, fraction (f)=0.32026.06 | 71.86 | 0.012 | |
| BaselineTime (s)=11.25, Speedup=1.00×2026.06 | 70.62 | — | |
| EMA-FSTime (s)=11.45, Speedup=1.00×, retention ratio (r)=0.32026.06 | 70.24 | 0.004 | |
| EMA-FSTime (s)=10.99, Speedup=1.02×, retention ratio (r)=0.72026.06 | 69.97 | 0.007 | |
| EMA-FSTime (s)=11.10, Speedup=1.01×, retention ratio (r)=0.52026.06 | 69.95 | 0.007 | |
| S-EMA-FSr=0.7, β=0.5, Time (s)=11.28, Speedup=1.02×, Beat baseline=true2026.06 | 0.714 | 0.008 | |
| S-EMA-FSr=0.5, β=1.0, Time (s)=11.01, Speedup=1.05×, Beat baseline=true2026.06 | 0.7094 | 0.003 | |
| BaselineTime (s)=11.54, Speedup=1.00×2026.06 | 0.7062 | — |