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ResearchFormerly WizWand

Time Series Forecasting on ECL (RMSE)

0.1383RMSEVanilla
0.1279560.1975730.267190.336807Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
VanillaAttack=FGSM, epsilon=0.22026.060.1383
MorphStrataAttack=FGSM, epsilon=0.22026.060.1391
VanillaAttack=FGSM, epsilon=0.12026.060.1417
MorphStrataAttack=FGSM, epsilon=0.12026.060.143
VanillaAttack=FGSM, epsilon=0.32026.060.1461
MorphStrataAttack=FGSM, epsilon=0.32026.060.1484
MorphStrataAttack=FGSM, epsilon=0.52026.060.1504
VanillaAttack=FGSM, epsilon=0.52026.060.1587
BaseAttack=FGSM, epsilon=0.12026.060.1692
MorphStrataAttack=PGD, epsilon=0.12026.060.1898
MorphStrataAttack=PGD, epsilon=0.22026.060.1911
VanillaAttack=PGD, epsilon=0.12026.060.1926
VanillaAttack=BIM, epsilon=0.12026.060.1931
VanillaAttack=PGD, epsilon=0.22026.060.1946
MorphStrataAttack=PGD, epsilon=0.32026.060.1956
VanillaAttack=BIM, epsilon=0.22026.060.1967
VanillaAttack=PGD, epsilon=0.32026.060.1989
MorphStrataAttack=BIM, epsilon=0.12026.060.2007
VanillaAttack=BIM, epsilon=0.32026.060.2008
MorphStrataAttack=BIM, epsilon=0.22026.060.2055
MorphStrataAttack=BIM, epsilon=0.32026.060.2116
VanillaAttack=PGD, epsilon=0.52026.060.2166
MorphStrataAttack=PGD, epsilon=0.52026.060.2197
BaseAttack=FGSM, epsilon=0.22026.060.2305
VanillaAttack=BIM, epsilon=0.52026.060.2451
MorphStrataAttack=BIM, epsilon=0.52026.060.2453
BaseAttack=BIM, epsilon=0.12026.060.2491
BaseAttack=PGD, epsilon=0.12026.060.2492
BaseAttack=FGSM, epsilon=0.32026.060.2721
BaseAttack=FGSM, epsilon=0.52026.060.2981
BaseAttack=PGD, epsilon=0.22026.060.3387
BaseAttack=BIM, epsilon=0.22026.060.3388
BaseAttack=PGD, epsilon=0.32026.060.3682
BaseAttack=BIM, epsilon=0.32026.060.3683
BaseAttack=PGD, epsilon=0.52026.060.396
BaseAttack=BIM, epsilon=0.52026.060.3961