Metrics for out-of-distribution (OOD) detection performance evaluation
☆51Jan 13, 2025Updated last year
Alternatives and similar repositories for ood-metrics
Users that are interested in ood-metrics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆26Jul 13, 2022Updated 4 years ago
- Applying generative adversarial networks for anomaly detection in hyperspectral remote sensing imagery☆20Mar 7, 2018Updated 8 years ago
- ☆439Aug 28, 2021Updated 4 years ago
- Code to replicate the key results from Exploring the Limits of Out-of-Distribution Detection (https://arxiv.org/abs/2106.03004) by Stanis…☆44Jan 14, 2022Updated 4 years ago
- ☆46Sep 22, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks☆116Dec 31, 2019Updated 6 years ago
- This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutio…☆61Jul 16, 2022Updated 4 years ago
- Harvard Fall 2019 Applied Math 207 A Primer and Critique of Prior Networks☆12Dec 22, 2019Updated 6 years ago
- Benchmark of detection methods for anomalies and obstacles in traffic images.☆27Aug 24, 2023Updated 2 years ago
- source code for ICLR'23 paper "Non-parametric Outlier Synthesis"☆52Oct 1, 2023Updated 2 years ago
- ☆16May 25, 2022Updated 4 years ago
- ☆68Dec 20, 2019Updated 6 years ago
- ☆12Jul 21, 2022Updated 4 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,067Dec 1, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆15Dec 19, 2023Updated 2 years ago
- Code for CVPR 2023 Highlight paper "Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection"☆24Feb 21, 2024Updated 2 years ago
- A way to achieve uniform confidence far away from the training data.☆38Apr 16, 2021Updated 5 years ago
- AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation☆16Aug 3, 2025Updated last year
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆71Apr 15, 2025Updated last year
- Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]☆30Dec 8, 2019Updated 6 years ago
- Development and evaluation of different approaches for fibre tracking of diffusion weighted MRI data.☆10May 9, 2022Updated 4 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 3 years ago
- LSTC: Boosting Atomic Action Detection with Long-Short-Term Context☆10Sep 1, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The official project for the paper: Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation, CVPR 2022☆14Nov 9, 2022Updated 3 years ago
- Robust Out-of-distribution Detection in Neural Networks☆73Apr 12, 2022Updated 4 years ago
- Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022☆20Mar 4, 2022Updated 4 years ago
- Energy Based Models are a quite novel technique for density estimation. In this university project I explore this new research topic and …☆16Jul 6, 2021Updated 5 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25May 1, 2019Updated 7 years ago
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Sep 4, 2023Updated 2 years ago
- Code for WACV 2023 paper "Out-of-distribution Detection via Frequency-regularized Generative Models" by Mu Cai and Yixuan Li☆11May 1, 2023Updated 3 years ago
- Propose a principled and practically effective framework for unsupervised accuracy estimation and error detection tasks with theoretical …☆16Feb 17, 2022Updated 4 years ago
- PyTorch implementation of LARS (Layer-wise Adaptive Rate Scaling)☆20May 11, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Dipy pipeline for reconstruction and tracking of tractography from Human Connectome Project dataset☆11Nov 18, 2015Updated 10 years ago
- Code for Augment & Reduce, a scalable stochastic algorithm for large categorical distributions☆10May 16, 2018Updated 8 years ago
- ☆15Dec 13, 2022Updated 3 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆357Aug 13, 2019Updated 6 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Feb 24, 2020Updated 6 years ago
- Un-offical PyTorch Implementation of "Class-Balanced Distillation for Long-Tailed Visual Recognition" paper.☆17Oct 31, 2021Updated 4 years ago
- Pushing CIFAR-10 SOTA using ResNets.☆17Oct 17, 2025Updated 9 months ago