List your company
ResearchFormerly WizWand

Image Reconstruction on STL (test)

0.0002MSECRHN
-0.0067680.0402660.08730.134334Jun 11, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CRHNMemory Size=50, Attack=FFGSM, Perturbation Budget (ϵ)=0.62026.060.0002
CRHNMemory Size=100, Attack=FFGSM, Perturbation Budget (ϵ)=0.62026.060.0005
CRHNMemory Size=100, Attack=FGSM, Perturbation Budget (ϵ)=0.62026.060.005
CRHNMemory Size=100, Attack=BIM, Perturbation Budget (ϵ)=0.62026.060.0056
CRHNMemory Size=100, Attack=PGD, Perturbation Budget (ϵ)=0.62026.060.0064
CRHNMemory Size=100, Attack=EOTPGD, Perturbation Budget (ϵ)=0.62026.060.0068
CRHNMemory Size=100, Attack=MIFGSM, Perturbation Budget (ϵ)=0.62026.060.0085
CRHNMemory Size=100, Attack=NIFGSM, Perturbation Budget (ϵ)=0.62026.060.0099
CRHNMemory Size=50, Attack=PGD, Perturbation Budget (ϵ)=0.62026.060.0206
CRHNMemory Size=100, Attack=DIFGSM, Perturbation Budget (ϵ)=0.62026.060.0214
CRHNMemory Size=50, Attack=EOTPGD, Perturbation Budget (ϵ)=0.62026.060.026
CRHNMemory Size=50, Attack=FGSM, Perturbation Budget (ϵ)=0.62026.060.0337
CRHNMemory Size=50, Attack=MIFGSM, Perturbation Budget (ϵ)=0.62026.060.0362
CRHNMemory Size=50, Attack=BIM, Perturbation Budget (ϵ)=0.62026.060.0382
CRHNMemory Size=50, Attack=NIFGSM, Perturbation Budget (ϵ)=0.62026.060.0416
CRHNMemory Size=50, Attack=DIFGSM, Perturbation Budget (ϵ)=0.62026.060.0454
MHNMemory Size=50, Attack=FFGSM, Perturbation Budget (ϵ)=0.62026.060.0559
MHNMemory Size=100, Attack=FFGSM, Perturbation Budget (ϵ)=0.62026.060.0619
PCNMemory Size=50, Attack=FFGSM, Perturbation Budget (ϵ)=0.62026.060.0786
PCNMemory Size=100, Attack=FFGSM, Perturbation Budget (ϵ)=0.62026.060.0815
MHNMemory Size=100, Attack=FGSM, Perturbation Budget (ϵ)=0.62026.060.0962
PCNMemory Size=100, Attack=FGSM, Perturbation Budget (ϵ)=0.62026.060.1123
MHNMemory Size=50, Attack=PGD, Perturbation Budget (ϵ)=0.62026.060.1163
PCNMemory Size=50, Attack=FGSM, Perturbation Budget (ϵ)=0.62026.060.117
MHNMemory Size=50, Attack=EOTPGD, Perturbation Budget (ϵ)=0.62026.060.1171
MHNMemory Size=50, Attack=FGSM, Perturbation Budget (ϵ)=0.62026.060.1242
PCNMemory Size=50, Attack=PGD, Perturbation Budget (ϵ)=0.62026.060.125
MHNMemory Size=100, Attack=PGD, Perturbation Budget (ϵ)=0.62026.060.1254
PCNMemory Size=50, Attack=EOTPGD, Perturbation Budget (ϵ)=0.62026.060.1266
MHNMemory Size=100, Attack=EOTPGD, Perturbation Budget (ϵ)=0.62026.060.1298
PCNMemory Size=100, Attack=EOTPGD, Perturbation Budget (ϵ)=0.62026.060.13
PCNMemory Size=100, Attack=PGD, Perturbation Budget (ϵ)=0.62026.060.1302
PCNMemory Size=100, Attack=MIFGSM, Perturbation Budget (ϵ)=0.62026.060.1315
PCNMemory Size=100, Attack=BIM, Perturbation Budget (ϵ)=0.62026.060.132
PCNMemory Size=50, Attack=MIFGSM, Perturbation Budget (ϵ)=0.62026.060.1326
PCNMemory Size=50, Attack=BIM, Perturbation Budget (ϵ)=0.62026.060.1326
MHNMemory Size=100, Attack=MIFGSM, Perturbation Budget (ϵ)=0.62026.060.1337
MHNMemory Size=100, Attack=BIM, Perturbation Budget (ϵ)=0.62026.060.134
PCNMemory Size=100, Attack=NIFGSM, Perturbation Budget (ϵ)=0.62026.060.1363
PCNMemory Size=50, Attack=NIFGSM, Perturbation Budget (ϵ)=0.62026.060.1398
MHNMemory Size=100, Attack=NIFGSM, Perturbation Budget (ϵ)=0.62026.060.141
MHNMemory Size=50, Attack=MIFGSM, Perturbation Budget (ϵ)=0.62026.060.143
MHNMemory Size=50, Attack=BIM, Perturbation Budget (ϵ)=0.62026.060.1431
MHNMemory Size=50, Attack=NIFGSM, Perturbation Budget (ϵ)=0.62026.060.1449
PCNMemory Size=50, Attack=DIFGSM, Perturbation Budget (ϵ)=0.62026.060.1509
PCNMemory Size=100, Attack=DIFGSM, Perturbation Budget (ϵ)=0.62026.060.1582
MHNMemory Size=50, Attack=DIFGSM, Perturbation Budget (ϵ)=0.62026.060.1633
MHNMemory Size=100, Attack=DIFGSM, Perturbation Budget (ϵ)=0.62026.060.1744