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ResearchFormerly WizWand

Image Classification on CIFAR10 (test) (Recovered Accuracy)

79.12Recovered AccuracyRepair Residual
9.190427.345245.563.6548May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Repair ResidualSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0579.12
RRSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0577.37
ERKSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0577.14
Raw ShiftSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0577.09
RRSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0566.26
ERKSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0563.88
GlobalSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0563.26
Repair ResidualSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0560.61
Raw ShiftSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0560.22
UniformSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0555.39
RRSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0544.07
GlobalSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0542.92
Raw ShiftSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0538.91
Repair ResidualSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0538.89
ERKSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0537.89
UniformSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0536.37
GlobalSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0525.54
UniformSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0522.97
GlobalSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0512.94
Raw ShiftSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0511.98
RRSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0511.95
ERKSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0511.95
UniformSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0511.88
Repair ResidualSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.0511.88