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)
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