GTSRB
Benchmarks
TaskDatasetSOTA resultTrendResults
GTSRB
99.8Accuracy
291
GTSRB
100Attack Success Rate
142
GTSRB (test)
0ASR
138
GTSRB
96.2CA
135
GTSRB
99.49CA
118
GTSRB
98.9Accuracy
117
GTSRB
98.9Top-1 Accuracy
115
GTSRB
99.3Accuracy
97
GTSRB (test)
98.9Accuracy (Clean)
94
GTSRB
99.43Natural Accuracy
87
GTSRB
97.12Precision
48
GTSRB
100TPR
48
GTSRB (test)
43.52TPR@0.1%FPR
42
GTSRB
10True Positives (TP)
37
GTSRB
99.53Accuracy
32
GTSRB 2.5% utility loss, ϵ = 9, δ = 10⁻⁵ (test)
0.39MLS (TPR@0.1% FPR) Pre
30
GTSRB 0.5% BER (test)
96.5CA (NF)
30
GTSRB 1% BER (test)
96.4CA (NF)
30
GTSRB
37.06TPR @ 0.1% FPR
28
GTSRB 1% poison rate (test)
98Clean Accuracy
27
GTSRB
99.11Accuracy
26
GTSRB Dp: ImageNet (test)
94.98BA
22
GTSRB Dp: CIFAR10 (test)
95.54BA
22
GTSRB BadNets (test)
100Attack Success Rate
22
GTSRB Random-regular topology (test)
85.97Accuracy (ACC)
21