STL
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
STL-10 target attack
493True Positives (TP)
9
STL-10
72.91Accuracy
8
STL-10 chrominance view (test)
75.43Top-1 Acc
8
STL-10 (test)
9.51Inception Score
8
STL-10 48 x 48 (test)
26.08IS
8
STL (full)
94.1Clustering Accuracy
8
STL10
-0.088BWT-ARI
7
STL
100SSIM
7
STL-10 deep features (test)
74.9Accuracy
7
STL-10
87.9Accuracy (WP)
7
STL10 (test)
0Accuracy Decrease
7
STL-10 (train)
65FID
6
STL-10
9Number of Clusters (K)
6
STL-10
33.1Average Drop % (Airplane)
6
STL-10
14.42FID
6
STL-10
0.63Dendrogram Purity
6
STL-10
99.33Balanced Acc
6
STL-10 100 labels
7.1Top-1 Error Rate
6
STL-10 1000-label (train test)
6.15Median Error Rate
6
STL-10 250-label (train test)
9.27Median Error Rate
6
STL-10 40-label (train test)
41.11Median Error Rate
6
STL-10 (test val)
15.91FID
6
STL-10
10.43IS
6
STL (unsupervised)
3.5FID
6
STL to CIFAR
81.6Accuracy
6