Average local Lipschitz constant estimation on TinyImageNet first 100 examples (test)
87,148,664Avg Local Lipschitz ConstantNaiveUB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NaiveUBModel architecture=CNN-4C2F2022.10 | 87,148,664 | — | |
| NaiveUBModel architecture=CNN-2C2F2022.10 | 1,512,185.25 | — | |
| RecurJacModel architecture=CNN-4C2F2022.10 | 714,189.12 | — | |
| Local Lipschitz via Bound PropagationModel architecture=CNN-4C2F2022.10 | 25,096.26 | 137.04 | |
| RecurJacModel architecture=CNN-2C2F2022.10 | 24,031.58 | — | |
| Local Lipschitz via Bound PropagationModel architecture=CNN-2C2F2022.10 | 4,556.61 | 95.42 |