Time series forecasting on Exchange (MAEC, MAEP, FDER)
0.0067MAECTIMEGUARD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TIMEGUARDVictim Model=SimpleTM2026.05 | 0.0067 | 10.451 | 90.782 | |
| No DefenseVictim Model=SimpleTM2026.05 | 0.007 | 1.927 | — | |
| PDBVictim Model=SimpleTM2026.05 | 0.0074 | 10.169 | 87.944 | |
| TIMEGUARDVictim Model=FEDformer2026.05 | 0.008 | 11.179 | 90.417 | |
| No DefenseVictim Model=FEDformer2026.05 | 0.0097 | 2.143 | — | |
| No DefenseVictim Model=AVERAGE2026.05 | 0.0159 | 4.982 | — | |
| PDBVictim Model=FEDformer2026.05 | 0.0165 | 8.107 | 66.04 | |
| TIMEGUARDVictim Model=AVERAGE2026.05 | 0.0177 | 11.911 | 77.66 | |
| PDBVictim Model=AVERAGE2026.05 | 0.0257 | 11.61 | 66.704 | |
| No DefenseVictim Model=TimesNet2026.05 | 0.0309 | 10.875 | — | |
| TIMEGUARDVictim Model=TimesNet2026.05 | 0.0383 | 14.101 | 51.782 | |
| PDBVictim Model=TimesNet2026.05 | 0.0533 | 16.554 | 46.127 |