Image Classification on CIFAR-10 MEST (test)
70Epochs to 90% AccZO-SAM
Evaluation results
| Method | Links | |
|---|---|---|
| ZO-SAMSparsity=0.9, Training Framework=MEST2026.03 | 70 | |
| ESAMSparsity=0.9, Training Framework=MEST2026.03 | 75 | |
| LookSAM(k=5)Sparsity=0.9, Training Framework=MEST2026.03 | 79 | |
| GSAMSparsity=0.9, Training Framework=MEST2026.03 | 84 | |
| ZO-SAMSparsity=0.95, Training Framework=MEST2026.03 | 88 | |
| ESAMSparsity=0.95, Training Framework=MEST2026.03 | 92 | |
| LookSAM(k=5)Sparsity=0.95, Training Framework=MEST2026.03 | 94 | |
| SGDSparsity=0.9, Training Framework=MEST2026.03 | 104 | |
| GSAMSparsity=0.95, Training Framework=MEST2026.03 | 113 | |
| SGDSparsity=0.95, Training Framework=MEST2026.03 | 131 |