Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox.
Xingming LongJie ZhangShiguang ShanXilin ChenPublished in: CoRR (2024)
Keyphrases
- detection algorithm
- automatic detection
- false alarms
- real time
- neural network
- false positives
- detection scheme
- evaluation methods
- evaluation criteria
- detection rate
- event detection
- object detection
- databases
- detection method
- hough transform
- digital images
- probability distribution
- hidden markov models
- evaluation metrics
- learning environment
- genetic algorithm
- spatial distribution
- machine learning
- comparative evaluation
- power law