Time Series Classification on 12 UCR datasets Earliness=0.8L (test)
0.8902Average AUC-PRCGDPD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GDPDArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 0.8902 | 1.08 | 11 | — | — | |
| BaseKDArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 0.8478 | 2.42 | 0 | 12 | 0 | |
| FitsArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 0.8274 | 2.83 | 1 | 11 | 1 | |
| BaseArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 0.7779 | 3.67 | 0 | 12 | 0 |