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A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification.
Paul F. Jaeger
Carsten T. Lüth
Lukas Klein
Till J. Bungert
Published in:
ICLR (2023)
Keyphrases
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failure detection
image classification
case study
feature extraction
image representation
fault detection
information retrieval
evaluation method
real time
evaluation criteria
gold standard
data sets
decision making
sparse representation
bag of words
neural network
highly reliable