Time-Series Forecasting on Jena Climate
0.0465RMSEVanilla
Evaluation Results
| Method | Links | |
|---|---|---|
| VanillaAttack=FGSM, epsilon=0.12026.06 | 0.0465 | |
| VanillaAttack=FGSM, epsilon=0.22026.06 | 0.0527 | |
| VanillaAttack=FGSM, epsilon=0.32026.06 | 0.0587 | |
| VanillaAttack=FGSM, epsilon=0.52026.06 | 0.0718 | |
| BaseAttack=FGSM, epsilon=0.12026.06 | 0.0727 | |
| VanillaAttack=PGD, epsilon=0.12026.06 | 0.0946 | |
| BaseAttack=FGSM, epsilon=0.22026.06 | 0.0976 | |
| MorphStrataAttack=PGD, epsilon=0.12026.06 | 0.0986 | |
| MorphStrataAttack=FGSM, epsilon=0.12026.06 | 0.1083 | |
| BaseAttack=FGSM, epsilon=0.32026.06 | 0.1191 | |
| BaseAttack=BIM, epsilon=0.12026.06 | 0.1282 | |
| BaseAttack=PGD, epsilon=0.12026.06 | 0.1282 | |
| VanillaAttack=PGD, epsilon=0.22026.06 | 0.1329 | |
| MorphStrataAttack=PGD, epsilon=0.22026.06 | 0.1407 | |
| MorphStrataAttack=BIM, epsilon=0.22026.06 | 0.1412 | |
| MorphStrataAttack=BIM, epsilon=0.12026.06 | 0.1413 | |
| MorphStrataAttack=BIM, epsilon=0.52026.06 | 0.1414 | |
| MorphStrataAttack=BIM, epsilon=0.32026.06 | 0.1414 | |
| VanillaAttack=BIM, epsilon=0.12026.06 | 0.1427 | |
| VanillaAttack=BIM, epsilon=0.22026.06 | 0.1428 | |
| VanillaAttack=BIM, epsilon=0.52026.06 | 0.143 | |
| VanillaAttack=BIM, epsilon=0.32026.06 | 0.143 | |
| VanillaAttack=PGD, epsilon=0.32026.06 | 0.1462 | |
| MorphStrataAttack=PGD, epsilon=0.32026.06 | 0.1543 | |
| VanillaAttack=PGD, epsilon=0.52026.06 | 0.1571 | |
| BaseAttack=FGSM, epsilon=0.52026.06 | 0.1593 | |
| MorphStrataAttack=PGD, epsilon=0.52026.06 | 0.1652 | |
| MorphStrataAttack=FGSM, epsilon=0.22026.06 | 0.1994 | |
| BaseAttack=BIM, epsilon=0.22026.06 | 0.2198 | |
| BaseAttack=PGD, epsilon=0.22026.06 | 0.2198 | |
| MorphStrataAttack=FGSM, epsilon=0.32026.06 | 0.2599 | |
| BaseAttack=BIM, epsilon=0.32026.06 | 0.3022 | |
| BaseAttack=PGD, epsilon=0.32026.06 | 0.3022 | |
| MorphStrataAttack=FGSM, epsilon=0.52026.06 | 0.3025 | |
| BaseAttack=BIM, epsilon=0.52026.06 | 0.4344 | |
| BaseAttack=PGD, epsilon=0.52026.06 | 0.4344 |