Parameter Identification on Engine dynamics clean data (151 points per 60 sec segment)
1.0073A_egrmaxfew-shot transfer learning scheme
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| few-shot transfer learning schemeDuration (min)=0 ~ 1, Data Condition=Clean, Data Points=1512024.12 | 1.0073 | 1.0201 | 0.9929 | 0.9592 | |
| few-shot transfer learning schemeDuration (min)=3 ~ 4, Data Condition=Clean, Data Points=1512024.12 | 1.0057 | 1.0186 | 0.9755 | 0.9589 | |
| few-shot transfer learning schemeDuration (min)=1 ~ 2, Data Condition=Clean, Data Points=1512024.12 | 0.9531 | 1.0115 | 0.998 | 1.0559 | |
| few-shot transfer learning schemeDuration (min)=2 ~ 3, Data Condition=Clean, Data Points=1512024.12 | 0.9512 | 0.9925 | 0.9281 | 0.7854 | |
| few-shot transfer learning schemeDuration (min)=4 ~ 5, Data Condition=Clean, Data Points=1512024.12 | 0.9238 | 0.9993 | 0.9965 | 0.9951 |