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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
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
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
Targeted Adversarial AttackILSVRC 2012
Median Noise Magnitude152.296
7
Image ClassificationILSVRC12 first 50 classes 1.0 (val)
Top-1 Acc75.5
7
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