Average local Lipschitz constant estimation on CIFAR-10 first 100 examples (test)
18,638.14Avg Local Lipschitz ConstantLocal Lipschitz via Bound Propagation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Local Lipschitz via Bound PropagationModel architecture=CNN-2C2F2022.10 | 18,638.14 | 11.17 | |
| RecurJacModel architecture=CNN-2C2F2022.10 | 79,275.44 | — | |
| Local Lipschitz via Bound PropagationModel architecture=CNN-4C2F2022.10 | 1,049,447.88 | 29.79 | |
| NaiveUBModel architecture=CNN-2C2F2022.10 | 1,707,252.88 | — | |
| RecurJacModel architecture=CNN-4C2F2022.10 | 12,502,332 | — | |
| NaiveUBModel architecture=CNN-4C2F2022.10 | 365,293,440 | — |