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research article
Let's move forward: Image-computable models and a common model evaluation scheme are prerequisites for a scientific understanding of human vision
December 6, 2023
In the target article, Bowers et al. dispute deep artificial neural network (ANN) models as the currently leading models of human vision without producing alternatives. They eschew the use of public benchmarking platforms to compare vision models with the brain and behavior, and they advocate for a fragmented, phenomenon-specific modeling approach. These are unconstructive to scientific progress. We outline how the Brain-Score community is moving forward to add new model-to-human comparisons to its community-transparent suite of benchmarks.
Use this identifier to reference this record
Type
research article
Web of Science ID
WOS:001114554600001
Authors
DiCarlo, James J.
•
Yamins, Daniel L. K.
•
Ferguson, Michael E.
•
Fedorenko, Evelina
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Bethge, Matthias
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Bonnen, Tyler
•
Publication date
2023-12-06
Publisher
Published in
Volume
46
Article Number
e390
Subjects
Peer reviewed
REVIEWED
EPFL units
Available on Infoscience
February 20, 2024