Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

SVHN

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationSVHN (test)
Accuracy99
362
Image ClassificationSVHN
Accuracy99.3
359
Image ClassificationSVHN (test)
Accuracy91.03
199
ClassificationSVHN (test)
Error Rate1.12
182
Image ClassificationSVHN 1000 labels (test)
Error Rate1.89
69
Out-of-distribution DetectionSVHN
AUROC99.8
62
OOD detectionSVHN (test)
AUROC0.9878
61
Image ClassificationSVHN 250 labels
Test Error Rate1.89
61
Image ClassificationSVHN (test)
Accuracy97.79
51
Open Set RecognitionSVHN
AUROC0.991
51
Out-of-distribution DetectionSVHN (test)
AUROC0.99
48
Image ClassificationSVHN 40 labels
Error Rate1.96
44
Image ClassificationSVHN 1.0 (10% label)
Accuracy95.26
42
Unsupervised Domain AdaptationSVHN -> MNIST (test)
Accuracy99.5
41
Image ClassificationSVHN-LT (test)
Top-1 Error Rate0.087
40
Model CalibrationSVHN
ECE0.24
40
Image ClassificationSVHN 1000 labels
Error Rate1.79
39
Image ClassificationSVHN (test)
Accuracy (Natural)93.37
38
Image ClassificationSVHN (test)
Global Accuracy46.3
36
Digit ClassificationSVHN to MNIST (test)
Accuracy99.4
33
Image ClassificationSVHN (test)
Top-1 Error Rate2.03
31
Image ClassificationSVHN
Accuracy98.6
30
Image ClassificationSVHN (test)
Test Accuracy95.19
30
Image ClassificationSVHN
Accuracy (Natural)95.09
30
Image ClassificationSVHN 1.0 (test)
Natural Accuracy94.2
30
Showing 25 of 184 rows
...