A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)

PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"

Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.

Official PyTorch code for UAI 2023 paper "Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow"

Code for the paper "A Data-Driven Measure of Relative Uncertainty for Misclassification Detection"

Boosting misclassification detection ability by radius-aware training (RAT)

Detect AI-generated images and photo edits offline using multi-dimensional analysis and error level detection in a Chrome extension.