When will AI misclassify? Intuiting failures on natural images.

Authors:
Nartker M; Zhou Z; Firestone C.

Journal:
J Vis

Publication Year: 2023

DOI:
10.1167/jov.23.4.4

PMCID:
PMC10082388

PMID:
37022698

View on PubMed View on PMC View Publisher

Journal Information

Full Title: J Vis

Abbreviation: J Vis

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Ophthalmology

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Related Papers from Same Journal

View All Papers from This Journal

Transparency Score

3/6

50.0% Transparent

Transparency Indicators

Click on green indicators to view evidence text

Core Indicators

Data Sharing

Evidence found in paper:

"an archive of our stimuli experiment code data analyses and pre-registrations is available at https://osf io/y72qe/ . availability of data and materials. an archive of our stimuli experiment code data analyses and pre-registrations is available at https://osf"

Code Sharing

COI Disclosure

Evidence found in paper:

"Commercial relationships: none."

Funding Disclosure

Protocol Registration

Open Access

Paper is freely available to read

Additional Indicators

Replication

Novelty Statement

Assessment Info

Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025

When will AI misclassify? Intuiting failures on natural images.

Journal Information

Publication Details

Related Papers from Same Journal

Asymmetric stimulus representations bias visual perceptual learning.

Contrast response function estimation with nonparametric Bayesian active learning.

Face adaptation induces duration distortion of subsequent face stimuli in a face category-specific …

Forty-Hertz audiovisual stimulation does not have a promoting effect on visual threshold and visual…

Human estimates of descending objects' motion are more accurate than those of ascending objects reg…

Transparency Score

Transparency Indicators

Core Indicators

Additional Indicators

Assessment Info