Image Classification on CIFAR-10 (val) (Top-1 Accuracy)
51.4Top-1 AccuracySAS
Evaluation results
| Method | Links | |
|---|---|---|
| SASIPC=50, Downstream Architecture=ResNetAP-102026.05 | 51.4 | |
| DiffusionIPC=50, Downstream Architecture=ResNetAP-102026.05 | 50.8 | |
| RandomIPC=50, Downstream Architecture=ResNetAP-102026.05 | 48.1 | |
| SASIPC=20, Downstream Architecture=ResNetAP-102026.05 | 44.9 | |
| DiffusionIPC=20, Downstream Architecture=ResNetAP-102026.05 | 43.9 | |
| RandomIPC=20, Downstream Architecture=ResNetAP-102026.05 | 38.8 | |
| SASIPC=10, Downstream Architecture=ResNetAP-102026.05 | 37.6 | |
| DiffusionIPC=10, Downstream Architecture=ResNetAP-102026.05 | 37.5 | |
| RandomIPC=10, Downstream Architecture=ResNetAP-102026.05 | 31.7 |