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2012年及之后的ImageNet比赛的冠军、亚军和季军ImageNet winners after 2012

2016-02-27 20:47  GarfieldEr007  阅读(1427)  评论(0)  编辑  收藏  举报
  • 2012
    • 0.15 - Supervision (AlexNet) - ~ 60954656 params
    • 0.26 - ISI (ensemble of features)
    • 0.27 - LEAR (Fisher Vectors)
  • 2013
    • 0.117 - Clarifai (paper)
    • 0.129 - NUS (very parametric but interesting method based on test and train data affinities)
    • 0.135 - ZF (same paper)
  • 2014
    • 0.06 - GoogLeNet (Inception Modules) -  ~ 11176896 params
    • 0.07 - VGGnet (Go deeper and deeper)

     

    • 0.08 - SPPnet  (A retrospective addition from early vision)
     

     

from: http://www.erogol.com/imagenet-winners-after-2012/