Loss Landscape Analysis on CIFAR-10 (train)
-0.027DeltaW-Asym ResNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| W-Asym ResNetArchitecture=W-Asym ResNet2024.05 | -0.027 | 100 | 0.769 | 1 | |
| σ-Asym ResNetArchitecture=σ-Asym ResNet2024.05 | 0.004 | 87.3 | 0.675 | 0.976 | |
| Standard ResNetArchitecture=Standard ResNet2024.05 | 0.079 | 26.3 | 0.548 | 0.823 |