Image Classification on CIFAR-10 (test) (Accuracy and Time to Convergence)
93.69AccuracySGD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SGDModel=Wide ResNet2026.05 | 93.69 | 416.61 | |
| CT-AGDModel=Wide ResNet2026.05 | 93.68 | 388.66 | |
| AdamModel=Wide ResNet2026.05 | 93.35 | 525.29 | |
| CT-AGD (Adam)Model=Wide ResNet2026.05 | 92.36 | 524.07 | |
| SGDModel=ResNet-202026.05 | 90.35 | 316.81 | |
| CT-AGDModel=ResNet-202026.05 | 90.05 | 255.13 | |
| AdamModel=ResNet-202026.05 | 89.2 | 388.12 | |
| CT-AGD (Adam)Model=ResNet-202026.05 | 88.82 | 374.33 | |
| L-BFGSModel=ResNet-202026.05 | 82.79 | 16,295.83 |