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ResearchFormerly WizWand

Time-Series Forecasting on Jena Climate

0.0465RMSEVanilla
0.0309320.1356810.240430.345179Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
VanillaAttack=FGSM, epsilon=0.12026.060.0465
VanillaAttack=FGSM, epsilon=0.22026.060.0527
VanillaAttack=FGSM, epsilon=0.32026.060.0587
VanillaAttack=FGSM, epsilon=0.52026.060.0718
BaseAttack=FGSM, epsilon=0.12026.060.0727
VanillaAttack=PGD, epsilon=0.12026.060.0946
BaseAttack=FGSM, epsilon=0.22026.060.0976
MorphStrataAttack=PGD, epsilon=0.12026.060.0986
MorphStrataAttack=FGSM, epsilon=0.12026.060.1083
BaseAttack=FGSM, epsilon=0.32026.060.1191
BaseAttack=BIM, epsilon=0.12026.060.1282
BaseAttack=PGD, epsilon=0.12026.060.1282
VanillaAttack=PGD, epsilon=0.22026.060.1329
MorphStrataAttack=PGD, epsilon=0.22026.060.1407
MorphStrataAttack=BIM, epsilon=0.22026.060.1412
MorphStrataAttack=BIM, epsilon=0.12026.060.1413
MorphStrataAttack=BIM, epsilon=0.52026.060.1414
MorphStrataAttack=BIM, epsilon=0.32026.060.1414
VanillaAttack=BIM, epsilon=0.12026.060.1427
VanillaAttack=BIM, epsilon=0.22026.060.1428
VanillaAttack=BIM, epsilon=0.52026.060.143
VanillaAttack=BIM, epsilon=0.32026.060.143
VanillaAttack=PGD, epsilon=0.32026.060.1462
MorphStrataAttack=PGD, epsilon=0.32026.060.1543
VanillaAttack=PGD, epsilon=0.52026.060.1571
BaseAttack=FGSM, epsilon=0.52026.060.1593
MorphStrataAttack=PGD, epsilon=0.52026.060.1652
MorphStrataAttack=FGSM, epsilon=0.22026.060.1994
BaseAttack=BIM, epsilon=0.22026.060.2198
BaseAttack=PGD, epsilon=0.22026.060.2198
MorphStrataAttack=FGSM, epsilon=0.32026.060.2599
BaseAttack=BIM, epsilon=0.32026.060.3022
BaseAttack=PGD, epsilon=0.32026.060.3022
MorphStrataAttack=FGSM, epsilon=0.52026.060.3025
BaseAttack=BIM, epsilon=0.52026.060.4344
BaseAttack=PGD, epsilon=0.52026.060.4344