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

• 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/