Aircraft Health Diagnosis on NGAFID (Overall)
64.24AccuracyConvTokSWLA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ConvTokSWLAET=126.69, TTT=2019.30, IT32=0.04, MSize=32.292026.03 | 64.24 | 38.37 | 62.99 | 57.12 | |
| MMK NetET=112.95, TTT=3024.93, IT32=0.05, MSize=11.432026.03 | 61.11 | 31.88 | 60.08 | 54.17 | |
| ConvTokMHSAET=110.03, TTT=942.26, IT32=0.04, MSize=32.292026.03 | 59.41 | 27.54 | 56.72 | 53.06 | |
| InceptionTimeAttnET=328.72, TTT=8388.47, IT32=0.11, MSize=24.142026.03 | 58.87 | 21.09 | 58.01 | 57.22 | |
| InceptionTimeET=305.25, TTT=7052.59, IT32=0.08, MSize=76.252026.03 | 58.43 | 35.7 | 58.67 | 56.52 | |
| Bi-LSTMET=62.83, TTT=407.06, IT32=0.02, MSize=3.922026.03 | 47.42 | 2.47 | 39.68 | 33.72 |