Backdoor Attack on Weather
26.91McTDBA-Inv
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TDBA-InvModel=TimesNet, Target pattern shape=cone2026.01 | 26.91 | 20.1 | 5.14 | |
| ManhattanModel=TimesNet, Target pattern shape=cone2026.01 | 23.56 | 22.1 | 10.71 | |
| RandomModel=TimesNet, Target pattern shape=cone2026.01 | 20.6 | 19.58 | 11.95 | |
| TDBA-InvModel=Average, Target pattern shape=cone2026.01 | 15.63 | 14.46 | 3.48 | |
| BackTimeModel=TimesNet, Target pattern shape=cone2026.01 | 14.28 | 14.12 | 30.89 | |
| ManhattanModel=Average, Target pattern shape=cone2026.01 | 13.71 | 12.58 | 7.39 | |
| RandomModel=Average, Target pattern shape=cone2026.01 | 13.05 | 13.35 | 13.42 | |
| TDBA-GcnModel=TimesNet, Target pattern shape=cone2026.01 | 12.93 | 14.85 | 5.34 | |
| TDBA-GcnModel=FEDformer, Target pattern shape=cone2026.01 | 11.19 | 9.96 | 3.06 | |
| TDBA-GcnModel=Average, Target pattern shape=cone2026.01 | 10.81 | 11.59 | 3.68 | |
| TDBA-InvModel=FEDformer, Target pattern shape=cone2026.01 | 10.72 | 12.65 | 3.09 | |
| BackTimeModel=Average, Target pattern shape=cone2026.01 | 10.69 | 11.39 | 23.22 | |
| RandomModel=FEDformer, Target pattern shape=cone2026.01 | 9.68 | 9.99 | 12.92 | |
| BackTimeModel=FEDformer, Target pattern shape=cone2026.01 | 9.39 | 10.24 | 21.34 | |
| ManhattanModel=FEDformer, Target pattern shape=cone2026.01 | 9.27 | 8.3 | 5.95 | |
| TDBA-InvModel=Autoformer, Target pattern shape=cone2026.01 | 9.27 | 10.64 | 2.2 | |
| RandomModel=Autoformer, Target pattern shape=cone2026.01 | 8.86 | 10.48 | 15.39 | |
| BackTimeModel=Autoformer, Target pattern shape=cone2026.01 | 8.39 | 9.81 | 17.42 | |
| ManhattanModel=Autoformer, Target pattern shape=cone2026.01 | 8.31 | 7.34 | 5.5 | |
| TDBA-GcnModel=Autoformer, Target pattern shape=cone2026.01 | 8.31 | 9.96 | 2.64 |