Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Certified Robustness on CIFAR-10
Loading...
90.4
Certified Acc (eps=0.0)
Consistency Purification
87.28
88.09
88.9
89.71
Jun 30, 2024
Certified Acc (eps=0.0)
Certified Acc (eps=0.25)
Certified Acc (eps=0.5)
Certified Acc (eps=0.75)
Certified Acc (eps=1.0)
Updated 4d ago
Evaluation Results
Method
Method
Links
Certified Acc (eps=0.0)
Certified Acc (eps=0.25)
Certified Acc (eps=0.5)
Certified Acc (eps=0.75)
Certified Acc (eps=1.0)
Consistency Purification
Purification Steps=One...
2024.06
90.4
77.2
59.8
42.8
33.2
Diffusion Calibration
Purification Steps=One...
2024.06
90.2
76.4
57.2
42.6
32.4
Consistency Purification + Consistency Fine-tuning
Purification Steps=One...
2024.06
90.2
79.4
62.4
43.8
35.4
PF-ODE EDM
Purification Steps=Mul...
2024.06
89.6
77
60.4
42.6
34
onestep-DDPM
Purification Steps=One...
2024.06
87.6
73.6
55.6
39.2
29.6
onestep-EDM
Purification Steps=One...
2024.06
87.4
76.2
58.8
40.8
32.4
Feedback
Search any
task
Search any
task