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:
- Samplers from the paper "Stochastic Gradient MCMC with Repulsive Forces"☆11Feb 3, 2020Updated 6 years ago
- A way to achieve uniform confidence far away from the training data.☆39Apr 16, 2021Updated 5 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
- ☆440Aug 28, 2021Updated 5 years ago
- PyTorch implementation of "SelectiveNet: A Deep Neural Network with an Integrated Reject Option" from Geifman et al. [ICML2019]☆10Oct 6, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆46Sep 22, 2021Updated 5 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
- Multilingual machine-generated text detection benchmark☆12Apr 24, 2024Updated 2 years ago
- ☆12Apr 20, 2023Updated 3 years ago
- Implementation of: Kristiadi, Agustinus, and Asja Fischer. "Predictive Uncertainty Quantification with Compound Density Networks." (2019)…☆16May 26, 2022Updated 4 years ago
- NLP tool for wide-range model reliability evaluations☆12Jun 18, 2023Updated 3 years ago
- ☆16May 25, 2022Updated 4 years ago
- source code for ICLR'23 paper "Non-parametric Outlier Synthesis"☆52Oct 1, 2023Updated 3 years ago
- ☆68Dec 20, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Benchmark of detection methods for anomalies and obstacles in traffic images.☆27Aug 24, 2023Updated 3 years ago
- Code for CVPR 2023 Highlight paper "Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection"☆25Feb 21, 2024Updated 2 years ago
- PyTorch implementation of the original evidental-deep-learning@https://github.com/aamini/evidential-deep-learning/☆13Sep 20, 2021Updated 5 years ago
- ☆12Jul 21, 2022Updated 4 years ago
- Create uml diagrams of typescript files☆12Jan 8, 2019Updated 7 years ago
- A survey of graph out-of-distribution detection☆13Oct 23, 2026Updated last week
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆71Apr 15, 2025Updated last year
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆356Aug 13, 2019Updated 7 years ago
- ☆13Apr 19, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- An official implementation of paper "Data-Uncertainty Guided Multi-Phase Learning for Semi-supervised Object Detection"☆15Mar 12, 2022Updated 4 years ago
- Code for https://arxiv.org/abs/1811.00145☆12Feb 13, 2021Updated 5 years ago
- ☆16Dec 19, 2023Updated 2 years ago
- Human Activity Segmentation Challenge 2023 @ ECML/PKDD☆13Nov 2, 2023Updated 2 years ago
- Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022☆20Mar 4, 2022Updated 4 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25May 1, 2019Updated 7 years ago
- Qwen3 MoE Router Statistics | 큐웬3 MoE☆11May 16, 2025Updated last year
- “SURE: SUrvey REcipes for building reliable and robust deep networks” (CVPR 2024) & (ECCV 2024 OOD-CV Challenge Winner)☆76Aug 21, 2025Updated last year
- Last-layer Laplace approximation code examples☆83Oct 18, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆26Nov 2, 2021Updated 4 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
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Sep 4, 2023Updated 3 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Nov 10, 2020Updated 5 years ago
- LSTC: Boosting Atomic Action Detection with Long-Short-Term Context☆10Sep 1, 2022Updated 4 years ago
- 👽 Out-of-Distribution Detection with PyTorch☆352Updated this week
- On the effectiveness of adversarial training against common corruptions [UAI 2022]☆30May 16, 2022Updated 4 years ago