Image Classification on SVHN (test) (Experiment Run Statistics)
95.19Test Acc (Last)DASH
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DASHBackbone=ResNet-18, Optimizer=SAM2024.10 | 95.19 | 14,467 | 91.67 | 8,613 | |
| S&PBackbone=ResNet-18, Optimizer=SAM2024.10 | 94.27 | 1,573 | 89.35 | 5,548 | |
| DASHBackbone=ResNet-18, Optimizer=SGD2024.10 | 93.67 | 5,161 | 89.59 | 2,619 | |
| S&PBackbone=ResNet-18, Optimizer=SGD2024.10 | 92.67 | 3,597 | 87.35 | 1,858 | |
| Random InitBackbone=ResNet-18, Optimizer=SAM2024.10 | 89.84 | 10,869 | 83.31 | 5,546 | |
| Warm InitBackbone=ResNet-18, Optimizer=SAM2024.10 | 88.85 | 1,329 | 81.16 | 993 | |
| Random InitBackbone=ResNet-18, Optimizer=SGD2024.10 | 86.27 | 5,552 | 78.01 | 3,099 | |
| Warm InitBackbone=ResNet-18, Optimizer=SGD2024.10 | 84.01 | 938 | 75.37 | 642 |