STL
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
STL-10 (train test)
5.77Error Rate
18
Stl
14Selected Cluster Count
16
STL-10
81.36Accuracy
16
STL-10
7.55Error Rate
16
STL-10 (train test)
22.18FID
15
STL10
98.3Top-1 Accuracy
14
STL-10 USB 100 labels
7.21Error Rate
14
STL-10 (train)
26.08Inception Score
14
STL10 U
86.81ASR
13
STL10
88.52Robust Accuracy
13
STL-10
9.15Error Rate (40 Labels)
13
STL10
72.9CTA
12
STL-10 binary-pairs (test)
98Recall
11
STL-10
97.38Top-1 Accuracy (Clean)
11
STL-10
49.9Accuracy (Benign)
11
STL-10
98.6AUC
10
STL-10
84.15Balanced Accuracy (BA)
10
STL-10
99.8Accuracy
10
STL-10
97.01Accuracy
10
STL10
78.48Robust Accuracy
10
STL-10 Hue-shifted (test)
84.31Accuracy
10
STL-10 100 labels (test)
89.56Top-1 Acc
10
STL-10 High-budget regime, cycles 14-20
99AULC
9
STL-10 Luminance Shifted
38.01Classification Error
9
STL-10 Saturation Shifted
21Error Rate
9