Prehistory — From Neural Networks to the TransformerDan Ciresan et al. (IDSIA)
Multi-column deep neural network beats humans with 99.46% at IJCNN 2011 GTSRB
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At the IJCNN 2011 GTSRB traffic sign recognition competition, a multi-column deep neural network scored 99.46%, above the human average of 98.84%
Why it matters
An officially recognized benchmark record of a neural network surpassing humans on a specific visual recognition task
Source — Primary sources first; secondary reports are labelled “Press”
Officialbenchmark.ini.rub.dehttps://benchmark.ini.rub.de/gtsrb_results.htmlAdded in Week 35, 2026 · See that week
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