Image Classification on MNIST (Plaintext and Encrypted Accuracy)
97.6Plaintext AccuracyChebyshev - 5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Chebyshev - 5Backbone=ViT transformer, Encryption Scheme=CKKS2026.05 | 97.6 | 64 | 33.6 | |
| X SquaredBackbone=ViT transformer, Encryption Scheme=CKKS2026.05 | 97.4 | 68 | 29.4 | |
| Kernel PolynomialBackbone=ViT transformer, Encryption Scheme=CKKS2026.05 | 97.3 | 68 | -29.3 | |
| FasterCryptoNetsBackbone=ViT transformer, Encryption Scheme=CKKS2026.05 | 97.3 | 66 | 31.3 | |
| Chebyshev - 3Backbone=ViT transformer, Encryption Scheme=CKKS2026.05 | 97.3 | 62 | 35.3 |