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Benchmarks
Adversarial Robustness on OfficeHome (All)
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68.29
Standard Accuracy
TAROT
25.3796
36.5198
47.66
58.8002
May 10, 2025
Standard Accuracy
Robustness (FGSM)
Robustness (MM)
Robustness (CW20)
Robustness (PGD20)
Robustness (AA)
Updated 4d ago
Evaluation Results
Method
Method
Links
Standard Accuracy
Robustness (FGSM)
Robustness (MM)
Robustness (CW20)
Robustness (PGD20)
Robustness (AA)
TAROT
ε=16/255
2025.05
68.29
57.29
49.58
53.44
54.01
46.8
PL
ε=16/255
2025.05
66
55.08
47.38
51.08
51.71
44.38
SROUDA
ε=16/255
2025.05
57.97
46.64
36.21
41.49
42.56
33.42
RFA
ε=16/255
2025.05
55
20.5
9.81
15.39
16.15
8.49
ARTUDA
ε=16/255
2025.05
27.03
11.79
8.55
9.01
9.21
7.86
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