STL10
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
STL10
99.6Accuracy
108
STL10-LT (gamma_l = 10) (test)
98.7Accuracy
65
STL10 (test)
4.82Error Rate (%)
53
STL10 gamma_l = 20 long-tail (test)
98.9Accuracy
49
STL10-LT (test)
84.8Accuracy
36
STL10 (val)
98Accuracy
33
STL10 LT
76.3Accuracy
32
STL10
72.92CTA
31
STL10
90.59Robustness
30
STL10 LT
79Accuracy
24
STL10 Dp: ImageNet (test)
82.94BA
22
STL10
97.6Top-1 Clean Acc
21
STL10
88.67ATPF
21
STL10
97.16Testing Accuracy
18
STL10 Noise (test)
98.58Accuracy (Original)
18
STL10 Rotation (test)
98.62Accuracy (Original Data)
18
STL10 small-scale (val)
99.2NMI
17
STL10 (labelled)
59.8Accuracy
17
STL10 (Nl=150, M=100k, γl=10) long-tailed (test)
71.3Accuracy
16
STL10 96x96 (test)
0.91VGrad
15
STL10 original (test)
98.31Accuracy
15
STL10 43 (test)
77.45Accuracy
15
STL10
10.41Inception Score
15
STL10 96×96 (test)
0.32AttRaw Score
12
STL10
72.4CTA
12