Certified Robustness on ImageNet (L2 Perturbation Bounds)
6.2Inference Time (s)
AS
Updated 8d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2026.04 | 6.2 | 4 | 3.2 | 2.6 | 0.6 | 0 | |
2026.04 | 6.2 | 58.4 | 57 | 53.9 | 48.1 | 34.8 | |
2026.04 | 10.8 | 67 | 64.9 | 62.5 | 58.2 | 46.5 | |
2026.04 | 24.9 | 0.6 | 0.6 | 0.4 | 0.4 | 0 | |
2026.04 | 24.9 | 56.4 | 55.4 | 53 | 45.6 | 34.2 | |
2026.04 | 109.9 | 0.4 | 0.4 | 0.4 | 0.2 | 0 | |
2026.04 | 109.9 | 53.6 | 50.5 | 48.7 | 41 | 30.4 | |
2026.04 | 120.3 | 61.2 | 59.8 | 56.5 | 50.1 | 39.6 | |
2026.04 | 121.6 | 4 | 3.2 | 2.4 | 0.6 | 0 | |
2026.04 | 121.6 | 65.3 | 63.7 | 62 | 58.9 | 50.1 | |
2026.04 | 122.7 | 4.2 | 2.8 | 2.2 | 0.6 | 0 | |
2026.04 | 122.8 | 60.1 | 57.5 | 55.3 | 49.9 | 38.8 | |
2026.04 | 123.5 | 0.4 | 0.4 | 0.4 | 0.2 | 0 | |
2026.04 | 123.5 | 56.5 | 55.4 | 52.7 | 45.4 | 34.6 | |
2026.05 | 163.74 | - | - | - | - | - | |
2026.05 | 180.9 | - | - | - | - | - | |
| 1,535.94 | - | - | - | - | - | ||
2026.05 | 2,188.2 | - | - | - | - | - |