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Benchmarks
Adversarial Detection on PGD perturbations (val)
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99.5
AUROC
MMD-CC + SimCLRv2
16.82
38.285
59.75
81.215
Oct 4, 2022
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
MMD-CC + SimCLRv2
n_samples=20, Backbone...
2022.10
99.5
MMD + SimCLRv2
n_samples=20, Backbone...
2022.10
98.8
MMD-CC + SimCLRv2
n_samples=10, Backbone...
2022.10
96.6
MMD + SimCLRv2
n_samples=10, Backbone...
2022.10
86.6
MMD-CC + Supervised
n_samples=20, Backbone...
2022.10
85.8
MMD-CC + SimCLRv2
n_samples=5, Backbone=...
2022.10
84
MMD-CC + SimCLRv2
n_samples=3, Backbone=...
2022.10
70.5
MMD-CC + Supervised
n_samples=10, Backbone...
2022.10
70.5
MMD-CC + Supervised
n_samples=5, Backbone=...
2022.10
61.3
MMD + Supervised
n_samples=20, Backbone...
2022.10
57.5
MMD-CC + Supervised
n_samples=3, Backbone=...
2022.10
57.4
MMD + SimCLRv2
n_samples=5, Backbone=...
2022.10
53.8
MMD + SimCLRv2
n_samples=3, Backbone=...
2022.10
35.2
MMD + Supervised
n_samples=10, Backbone...
2022.10
33
MMD + Supervised
n_samples=5, Backbone=...
2022.10
22.5
MMD + Supervised
n_samples=3, Backbone=...
2022.10
20
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