STL
Benchmarks
TaskDatasetSOTA resultTrendResults
STL-10
98.5ACC
282
STL-10
99.6Top-1 Accuracy
146
STL-10
99.2Accuracy
129
STL
99.41Top-1 Acc
89
STL-10 1000 labels
1.36Error Rate
81
STL-10
13.68FID
73
STL-10 (test)
10.61Inception Score
59
STL (test)
0MSE
48
STL-10 40 labels
3.92Error Rate
42
STL-10
97.5Accuracy
33
STL-10
99Top-1 Accuracy
28
STL (test)
99Accuracy
26
STL-10 (test)
0.765Accuracy
24
STL-10
82.89Top-1 Acc
24
STL-10
78.48Accuracy
22
STL-10
4.11Mean Error Rate
22
STL-10
92.93Acc (air. vs bird.)
21
STL10
100Attack Success Rate (ASR)
21
STL10
98.74Top-1 Accuracy
20
STL-10
9.85Classification Error
19
STL-10
0.923SC
19
STL
0.965Zero-shot Accuracy
18
STL
96.46Accuracy
18
STL-10
96.6ACCm
18
STL-10
86.23Average Robust Accuracy
18