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Benchmarks
Adversarial Image Classification on CIFAR-100 (test) (Early Exit Evaluation)
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28.37
Accuracy (Exit 1)
NEO-KD
17.19
20.0925
22.995
25.8975
Nov 1, 2023
Accuracy (Exit 1)
Accuracy (Exit 2)
Accuracy (Exit 3)
Accuracy (Exit 4)
Accuracy (Exit 5)
Accuracy (Exit 6)
Accuracy (Exit 7)
Average Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy (Exit 1)
Accuracy (Exit 2)
Accuracy (Exit 3)
Accuracy (Exit 4)
Accuracy (Exit 5)
Accuracy (Exit 6)
Accuracy (Exit 7)
Average Accuracy
NEO-KD
Attack Type=max-averag...
2023.11
28.37
28.78
29.02
29.49
30.06
28.45
28.54
28.96
PGD-TE
Attack Type=max-averag...
2023.11
24.07
24.39
25.14
25.35
26.29
25.57
24.6
25.06
TRADE-TE
Attack Type=max-averag...
2023.11
17.62
18.52
18.61
18.98
18.95
19.67
20.35
18.96
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