The code is modified from https://github.com/Jingkang50/OpenOOD/.

Our experiments are conducted on Ubuntu Linux 18 with Python 3.8.

Quick Start

"edc" in "scripts/ood/edc/cifar100_train_edc.sh" denotes our method Dual Energy-Based Model with Open-World Uncertainty Estimation for Out-of-distribution Detection (DEBO).

Training

• sh scripts/ood/edc/cifar100_train_edc.sh

Evaluation

• sh scripts/ood/edc/cifar100_test_edc.sh