STL-10
Benchmarks
TaskDatasetSOTA resultTrendResults
STL-10 (test)
99.71Accuracy
380
STL-10 (test)
99.2Accuracy
177
STL-10
99.8ACC
64
STL-10 SNGAN
29.7FID
62
STL-10
5.63Top-1 Error
36
STL-10 Clean (test)
4.15Error Rate
33
STL-10 USB (test)
5.65Error Rate
25
STL-10 OOD
98.6Accuracy
24
STL-10
74.32Accuracy
22
STL-10 pre-trained on CIFAR-10 (test)
85.29Balanced Accuracy
22
STL-10 250 labels
1.4Error Rate
17
STL-10 (test)
99.39Accuracy
14
STL-10 USB (40 labels)
11.09Error Rate
14
STL-10
86.46Accuracy
12
STL-10 pre-trained on CIFAR-100 (test)
31.42Average Accuracy
12
STL-10 (test)
52.14Accuracy (Benign)
11
STL-10 40 labels (test)
85.09Top-1 Accuracy
10
STL-10 (test)
25.8PSNR
9
STL-10 Rotated (test)
62.6Overall Accuracy
7
STL-10 (test)
63.3Overall Accuracy
7
STL-10 low-resolution (test)
15.17FID
7
STL-10 (unlabeled)
9.53Inception Score
7
STL-10 standard (test)
19.25Test Error (%)
7
STL-10 (train and unlabeled)
9.34Inception Score
6
STL-10
83.88Adversarial Accuracy
5