Image Classification on CIFAR10 (test) (Accuracy & Training Time)
0.9509Test AccuracyFULL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FULLBudget (%)=10%2025.11 | 0.9509 | 1.73 | |
| ONLINESUBMODBudget (%)=50%2025.11 | 0.9418 | 0.83 | |
| MILOBudget (%)=50%2025.11 | 0.9416 | 0.89 | |
| ONLINESUBMODBudget (%)=30%2025.11 | 0.9375 | 0.87 | |
| GRADMATCHBudget (%)=30%2025.11 | 0.9328 | 0.95 | |
| ONLINESUBMODBudget (%)=10%2025.11 | 0.9244 | 0.32 | |
| CRAIGBudget (%)=30%2025.11 | 0.924 | 0.62 | |
| GRADMATCHBudget (%)=10%2025.11 | 0.9227 | 0.42 | |
| MILOBudget (%)=10%2025.11 | 0.9225 | 0.34 | |
| BOSSBudget (%)=10%2025.11 | 0.9164 | 0.36 | |
| GLISTERBudget (%)=10%2025.11 | 0.9115 | 0.38 | |
| RHO-LOSSBudget (%)=10%2025.11 | 0.9016 | 0.76 | |
| CRAIGBudget (%)=10%2025.11 | 0.9007 | 0.26 | |
| RANDOMBudget (%)=10%2025.11 | 0.7749 | 0.29 |