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ILSVRC

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationILSVRC 2012 (val)
Top-1 Accuracy84.5
156
Image ClassificationILSVRC 2012 (test)
Top-1 Acc88.4
117
Adversarial AttackILSVRC 2012 (val)
Median L2 Distance2.158
112
Adversarial AttackILSVRC 2012
Median L2 Distance2.51
96
Weakly Supervised Object LocalizationILSVRC
MaxBoxAcc77.1
53
Object DetectionILSVRC weakly labeled categories 2013 (val2)
mAP29.46
52
Object LocalisationILSVRC (val)
Top-1 Error34.83
44
Image ClassificationILSVRC 2015 (val)
Top-1 Acc (C_large)76.71
33
Image ClassificationILSVRC-12
Top-1 Acc22.8
31
Large-scale Low-shot LearningILSVRC 2012/2010 (test)
Top-5 Accuracy63.7
30
Image ClassificationILSVRC (val)
Top-1 Error15.47
30
Linear ProbingILSVRC 12
c122.8
20
Object DetectionILSVRC Subset D All 2013 (val)
mAP (avg)30.82
16
Object DetectionILSVRC Subset B Fully labeled 2013 (val 2)
mAP (avg)32.17
16
Object DetectionILSVRC 2013 (val)
mAP16.3
16
Weakly Supervised Object LocalizationILSVRC (test)
Top-1 Loc Acc59.1
14
Saliency Map Faithfulness EvaluationILSVRC 2012 (val)
Deletion Score0.1336
10
Zero-shot LearningILSVRC 2010 (test)
Hit Rate@560.7
10
Object LocalizationILSVRC 2012 (val)
Localization Error (GT-known)37.04
10
Image ClassificationILSVRC (test)
Top-1 Accuracy77.4
9
Image ColorizationILSVRC 1000 2012 (val)
PSNR37.7
9
Image ClassificationILSVRC 2012 (test)
Clean Accuracy78.58
8
Saliency Map LocalizationILSVRC 2012 (val)
Proportion63.7
8
Weakly-supervised LocalizationILSVRC 2015 (val)
Top-1 Error56.51
8
Object LocalisationILSVRC (test)
Top-5 Error9
8
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