Certified Robustness on MNIST
99Certified Accuracy (R=0.00)
CEAR-(GM)
Updated 1d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 99 | 98 | 96 | 93 | 0 | 0 | 0 | 0 | 0 | |
2026.05 | 98 | 97 | 94 | 90 | 0 | 0 | 0 | 0 | 0 | |
2026.05 | 98 | 97 | 95 | 93 | 0 | 0 | 0 | 0 | 0 | |
2026.05 | 98 | 97 | 93 | 90 | 0 | 0 | 0 | 0 | 0 | |
2026.05 | 98 | 97 | 93 | 90 | 0 | 0 | 0 | 0 | 0 | |
2026.05 | 98 | 97 | 94 | 89 | 85 | 72 | 55 | 25 | 0 | |
2026.05 | 97 | 95 | 93 | 87 | 0 | 0 | 0 | 0 | 0 | |
2026.05 | 97 | 97 | 93 | 86 | 84 | 72 | 50 | 20 | 0 | |
2026.05 | 97 | 94 | 92 | 87 | 75 | 66 | 51 | 26 | 0 | |
2026.05 | 96 | 95 | 92 | 86 | 77 | 66 | 39 | 18 | 0 | |
2026.05 | 96 | 93 | 90 | 84 | 75 | 61 | 44 | 25 | 0 | |
2026.05 | 94 | 92 | 87 | 83 | 75 | 67 | 58 | 43 | 0 | |
2026.05 | 91 | 83 | 76 | 69 | 57 | 42 | 31 | 17 | 13 | |
2026.05 | 91 | 87 | 76 | 69 | 60 | 50 | 38 | 34 | 20 | |
2026.05 | 88 | 80 | 71 | 64 | 50 | 37 | 28 | 15 | 9 | |
2026.05 | 88 | 80 | 72 | 58 | 45 | 36 | 22 | 12 | 7 | |
2026.05 | 87 | 80 | 71 | 59 | 42 | 28 | 15 | 9 | 5 | |
2026.05 | 87 | 79 | 69 | 62 | 58 | 49 | 32 | 22 | 15 |