misclassification-detection

There are 5 repositories under misclassification-detection topic.

  • Impression2805/Awesome-Failure-Detection

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

    40112

  • Impression2805/FMFP

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

    Language:Python23212
  • failure_detection_benchmark

    melanibe/failure_detection_benchmark

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

    Language:Jupyter Notebook20310

  • gudovskiy/flowenedet

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

    Language:Python10200

  • edadaltocg/relative-uncertainty

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

    Language:Python7100