Image Classification on CIFAR100 (test) (Recovered Accuracy)
38.47Recovered Accuracy (%)ERK
Evaluation Results
| Method | Links | |
|---|---|---|
| ERKSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 38.47 | |
| RRSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 37.59 | |
| Raw ShiftSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 35.93 | |
| Repair ResidualSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 35.82 | |
| ERKSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 24.12 | |
| UniformSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 23.97 | |
| RRSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 23.9 | |
| Repair ResidualSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 19.9 | |
| Raw ShiftSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 19.84 | |
| GlobalSparsity=90%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 15.39 | |
| RRSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 11.86 | |
| Raw ShiftSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 10 | |
| Repair ResidualSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 9.87 | |
| UniformSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 9.85 | |
| ERKSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 9.38 | |
| GlobalSparsity=92.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 8.77 | |
| GlobalSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 3.8 | |
| UniformSparsity=95%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 3.54 | |
| GlobalSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 1.64 | |
| Raw ShiftSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 1.64 | |
| RRSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 1.64 | |
| ERKSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 1.64 | |
| Repair ResidualSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 1.63 | |
| UniformSparsity=97.5%, Backbone=ResNet18, Evaluation Protocol=CR+BN2026.05 | 1.61 |