Fault Diagnosis on UMGED
6.59Vib ScoreDaSheng
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DaShengScale=0.6B2025.07 | 6.59 | 11.75 | 13.23 | |
| DaShengScale=base2025.07 | 6.6 | 11.67 | 16.86 | |
| DaShengScale=1.2B2025.07 | 6.68 | 11.61 | 14.99 | |
| EATScale=base302025.07 | 11.17 | 12.22 | 16.21 | |
| BEATsScale=iter32025.07 | 13 | 11.38 | 15.01 | |
| AudioMAEScale=base2025.07 | 13.15 | 10.84 | 11.65 | |
| CEDScale=base2025.07 | 13.68 | 10.88 | 12.71 | |
| EATScale=large2025.07 | 13.7 | 11.32 | 13.88 | |
| CEDScale=mini2025.07 | 13.78 | 10.86 | 12.06 | |
| CEDScale=small2025.07 | 14.16 | 10.98 | 12.64 | |
| CEDScale=tiny2025.07 | 14.88 | 10.87 | 12.19 | |
| FISHERScale=small2025.07 | 16.64 | 15.53 | 20.8 | |
| FISHERScale=mini2025.07 | 17.92 | 19.07 | 23.81 | |
| FISHERScale=tiny2025.07 | 19.71 | 17.94 | 23.07 |