In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation.
Julian BitterwolfMaximilian MüllerMatthias HeinPublished in: ICML (2023)
Keyphrases
- detection algorithm
- automatic detection
- detection accuracy
- detection rate
- object detection
- spatial distribution
- false positives
- gaussian distribution
- gold standard
- linear svm
- evaluation model
- evaluation criteria
- false alarms
- evaluation metrics
- evaluation method
- object classes
- event detection
- data distribution
- bag of words
- logistic regression
- random variables
- detection method
- anomaly detection