Image Classification on CIFAR-10 (test) (Accuracy and Training Epochs)
93.69AccuracySGD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SGDModel=WRN-28-4, Optimizer=SGD2026.05 | 93.69 | 33.8 | |
| CT-AGDModel=WRN-28-4, Optimizer=CT-AGD2026.05 | 93.68 | 23 | |
| AdamModel=WRN-28-4, Optimizer=Adam2026.05 | 93.35 | 40 | |
| CT-AGD (Adam)Model=WRN-28-4, Optimizer=CT-AGD (Adam)2026.05 | 92.36 | 23 | |
| SGDModel=ResNet-20, Optimizer=SGD2026.05 | 90.35 | 44 | |
| CT-AGDModel=ResNet-20, Optimizer=CT-AGD2026.05 | 90.05 | 28.2 | |
| AdamModel=ResNet-20, Optimizer=Adam2026.05 | 89.2 | 39.2 | |
| CT-AGD (Adam)Model=ResNet-20, Optimizer=CT-AGD (Adam)2026.05 | 88.82 | 31.4 | |
| L-BFGSModel=ResNet-20, Optimizer=L-BFGS2026.05 | 82.79 | 90.6 |