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Backdoor Defense in Time Series Forecasting on PEMS03 v1 (full)

17.628MAE (c)

TIMEGUARD

17.5367218.1528618.76919.38514May 21, 2026
Updated 12d ago

Evaluation Results

MethodLinks
2026.05
17.62857.75984.7
2026.05
17.63417.772-
2026.05
17.72220.266-
2026.05
17.8597.3785.4
2026.05
17.928104.67786.8
2026.05
18.04839.30380.8
2026.05
18.38918.35650.2
2026.05
18.43420.06352.8
2026.05
18.6354.6969.3
2026.05
18.79526.80960
2026.05
19.00330.90962.5
2026.05
19.0231.64363.3
2026.05
19.19719.18449.9
2026.05
19.23917.73146.6
2026.05
19.63719.10449.3
2026.05
19.9117.18645.4