1 code implementation • NeurIPS 2021 • Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Tizian Thieringer, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
The longstanding distortion robustness gap between humans and CNNs is closing, with the best models now exceeding human feedforward performance on most of the investigated OOD datasets.
no code implementations • NeurIPS Workshop SVRHM 2020 • Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
In the light of this recent breakthrough, we here compare self-supervised networks to supervised models and human behaviour.