GTSRB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
GTSRB
26.05Accuracy
6
Traffic Signs (GTSRB)
78.11Accuracy
6
GTSRB
98.81Accuracy
6
GTSRB WaNet Attack (test)
98.21Accuracy
6
GTSRB Trojan Attack (test)
97.08Acc
6
GTSRB→GTSRB (22+21)-way
97.6Accuracy
6
GTSRB-8
90.4Accuracy
5
GTSRB (Non-IID 4-Class partition)
57.01Accuracy
5
GTSRB Non-IID (Dirichlet alpha = 0.8)
76.5Accuracy
5
GTSRB (IID)
98Accuracy (%)
5
GTSRB Trojan-SQ attack
98.29Accuracy
5
GTSRB Physical 30km/h Speed Limit Sign (30cm POV display) (test)
16.69ASR (5m)
4
GTSRB Physical Stop Sign (30cm POV display) (test)
100ASR (5m)
4
GTSRB
99.02Balanced Accuracy (BA)
4
GTSRB (test)
96.72Accuracy
4
GTSRB (test)
90Accuracy
4
GTSRB (test)
0.07BadNet Time
4
GTSRB
56.96AAUC
4
GTSRB all-to-all attack
95.76Accuracy
4
GTSRB (target)
75Top-1 Accuracy
3
GTSRB (train)
100Training Accuracy
3
GTSRB L_2-inv attack
96.78Accuracy
2
GTSRB L_inf-inv attack
94.56Accuracy
2
GTSRB Trojan-WM attack
96.15Accuracy
2
GTSRB (3010/175)
99.27TPR
1