Dataset Distillation on CIFAR-100 10 images/class (test)
46.2AccuracyOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursSpeed up=5x2022.12 | 46.2 | |
| Early-Stage Training with Parameter PerturbationSpeed up=5x2022.12 | 46.2 | |
| OursSpeed up=10x2022.12 | 45.6 | |
| Early-Stage Training with Parameter PerturbationSpeed up=10x2022.12 | 45.6 | |
| IDCSpeed up=1x2022.12 | 45.1 | |
| IDCSpeed up=1x2022.12 | 45.1 | |
| OursSpeed up=20x2022.12 | 45 | |
| Early-Stage Training with Parameter PerturbationSpeed up=20x2022.12 | 45 | |
| IDCSpeed up=5x2022.12 | 43.4 | |
| IDCSpeed up=5x2022.12 | 43.4 | |
| IDCSpeed up=10x2022.12 | 41.6 | |
| IDCSpeed up=10x2022.12 | 41.6 | |
| IDCSpeed up=20x2022.12 | 40.5 | |
| IDCSpeed up=20x2022.12 | 40.5 | |
| DSASpeed up=1x2022.12 | 32.3 | |
| DSASpeed up=1x2022.12 | 32.3 | |
| DCSpeed up=1x2022.12 | 29.5 | |
| DCSpeed up=1x2022.12 | 29.5 | |
| DSASpeed up=5x2022.12 | 29.3 | |
| DSASpeed up=5x2022.12 | 29.3 | |
| DSASpeed up=10x2022.12 | 28.7 | |
| DSASpeed up=10x2022.12 | 28.7 | |
| DSASpeed up=20x2022.12 | 27.9 | |
| DSASpeed up=20x2022.12 | 27.9 | |
| DCSpeed up=5x2022.12 | 23.1 | |
| DCSpeed up=5x2022.12 | 23.1 | |
| DCSpeed up=10x2022.12 | 21.1 | |
| DCSpeed up=10x2022.12 | 21.1 | |
| DCSpeed up=20x2022.12 | 18.6 | |
| DCSpeed up=20x2022.12 | 18.6 |