Time Series Classification on 12 UCR datasets Earliness=0.4L (test)
81.7Avg. AUC-PRCGDPD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GDPDArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 81.7 | 1.25 | 10 | — | — | |
| BaseKDArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 78.03 | 2.5 | 1 | 11 | 1 | |
| FitsArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 75.36 | 2.67 | 1 | 10 | 2 | |
| BaseArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 70.44 | 3.58 | 0 | 12 | 0 |