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ResearchFormerly WizWand

Time-series forecasting on Synthetic Low Entropy Periodic

0.1307RMSEVanilla
0.1104480.2474190.384390.521361Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
VanillaAttack=BIM, epsilon=0.12026.060.1307
MorphStrataAttack=FGSM, epsilon=0.12026.060.1308
MorphStrataAttack=FGSM, epsilon=0.22026.060.1309
MorphStrataAttack=FGSM, epsilon=0.32026.060.1311
MorphStrataAttack=FGSM, epsilon=0.52026.060.1325
VanillaAttack=FGSM, epsilon=0.12026.060.1393
VanillaAttack=FGSM, epsilon=0.22026.060.1394
VanillaAttack=FGSM, epsilon=0.32026.060.1398
VanillaAttack=FGSM, epsilon=0.52026.060.1413
VanillaAttack=PGD, epsilon=0.12026.060.1432
VanillaAttack=BIM, epsilon=0.22026.060.1471
VanillaAttack=PGD, epsilon=0.22026.060.1609
BaseAttack=FGSM, epsilon=0.52026.060.1612
BaseAttack=FGSM, epsilon=0.32026.060.1664
VanillaAttack=BIM, epsilon=0.32026.060.168
BaseAttack=FGSM, epsilon=0.22026.060.168
BaseAttack=FGSM, epsilon=0.12026.060.1689
VanillaAttack=PGD, epsilon=0.32026.060.1701
MorphStrataAttack=BIM, epsilon=0.12026.060.1769
MorphStrataAttack=BIM, epsilon=0.22026.060.1848
VanillaAttack=PGD, epsilon=0.52026.060.1849
MorphStrataAttack=BIM, epsilon=0.32026.060.1929
VanillaAttack=BIM, epsilon=0.52026.060.1958
MorphStrataAttack=BIM, epsilon=0.52026.060.2096
MorphStrataAttack=PGD, epsilon=0.12026.060.2381
MorphStrataAttack=PGD, epsilon=0.22026.060.2486
MorphStrataAttack=PGD, epsilon=0.32026.060.2591
MorphStrataAttack=PGD, epsilon=0.52026.060.2817
BaseAttack=BIM, epsilon=0.12026.060.3125
BaseAttack=PGD, epsilon=0.12026.060.3125
BaseAttack=BIM, epsilon=0.22026.060.4334
BaseAttack=PGD, epsilon=0.22026.060.4334
BaseAttack=BIM, epsilon=0.32026.060.5203
BaseAttack=PGD, epsilon=0.32026.060.5203
BaseAttack=BIM, epsilon=0.52026.060.638
BaseAttack=PGD, epsilon=0.52026.060.638