Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency

Robert Geirhos, Kristof Meding, Felix A. Wichmann. Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Authors

Robert Geirhos

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Kristof Meding

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Felix A. Wichmann

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