SVHN
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
SVHN unlearned set
95Micro F1-score
7
SVHN (test)
90.28Accuracy (2 Tasks)
7
SVHN
97.36Accuracy (Original)
7
SVHN
71.06Robustness Acc (FGSM, ε=8/255)
7
SVHN 16-shot
63.2Accuracy
7
SVHN Dirichlet alpha=0.5 (test)
86.94Global Accuracy
7
SVHN Dirichlet alpha=0.3 (test)
86.94Global Accuracy
7
SVHN Pathological Non-IID
79.94Global Accuracy
7
SVHN Dirichlet alpha=0.1
83.11Global Accuracy
7
SVHN
86.21Clean Accuracy
7
SVHN
60.4Score Class 0
7
SVHN (target attack dataset)
108TP
7
SN (SVHN)
91.3Accuracy (Patch)
7
SVHN (meta-test)
81.47Accuracy
7
SVHN
16,944Time (seconds)
7
SVHN
93.23Avg Accuracy
7
SVHN
0.061GPU Hours
7
SVHN (test)
72.8Accuracy (FGSM)
7
SVHN large-collage (Extra)
77.76Accuracy
6
SVHN w/large-collage (test)
73.96Accuracy
6
SVHN strong-collage (test)
81.5Accuracy
6
SVHN middle-collage (test)
87.41Accuracy
6
SVHN small collage (test)
94.42Accuracy
6
SVHN Extra
98.45Accuracy
6
SVHN-GS Small CNN Zoo
0.931Kendall's τ
6