π οΈ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet
β187Dec 16, 2025Updated 3 months ago
Alternatives and similar repositories for label-errors
Users that are interested in label-errors are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data β¦β11,376Jan 13, 2026Updated 2 months ago
- ICLR 2021: Noise against noise: stochastic label noise helps combat inherent label noiseβ15May 1, 2021Updated 4 years ago
- Example workflow for our data-centric speech benchmarkβ17Jul 6, 2023Updated 2 years ago
- This repository contains the code for all figures in the paper "General Pitfalls of Model-agnostic Interpretation Methods for Machine Leaβ¦β15Aug 17, 2021Updated 4 years ago
- QUick and DIrty Domain Adaptationβ23Dec 30, 2023Updated 2 years ago
- A Closer Look at Accuracy vs. Robustnessβ88May 17, 2021Updated 4 years ago
- Strongest attack against Feature Scatter and Adversarial Interpolationβ24Dec 26, 2019Updated 6 years ago
- R interface to CTGANβ25Jul 15, 2022Updated 3 years ago
- Official Python Implementation of LRP Error [ECCV2018 & TPAMI2021]β52Sep 30, 2023Updated 2 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)β359Apr 17, 2025Updated 11 months ago
- β20Jun 24, 2024Updated last year
- Safitty is a wrapper on JSON/YAML configs for Pythonβ30Mar 19, 2020Updated 6 years ago
- Code for the paper "SelectiveNet: A Deep Neural Network with an Integrated Reject Option"β12Jan 26, 2019Updated 7 years ago
- A human-annotated, fine-grained dataset for Vision-and-Language Navigationβ13Jan 20, 2022Updated 4 years ago
- Voice Conversion using Tacotron.β11Dec 29, 2022Updated 3 years ago
- Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to productionβ¦β29Dec 1, 2023Updated 2 years ago
- An uncertainty-based random sampling algorithm for data augmentationβ29Sep 7, 2020Updated 5 years ago
- [NeurIPS 2021] Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Trainingβ32Jan 9, 2022Updated 4 years ago
- Boiler plate code for Torch based ML projectsβ10Jul 14, 2021Updated 4 years ago
- This repo parallelizes mAP_evaluation using python's multiprocessing module.β18Apr 14, 2022Updated 3 years ago
- β11Nov 20, 2020Updated 5 years ago
- A general method for training cost-sensitive robust classifierβ22May 29, 2019Updated 6 years ago
- This repo contains details about USSR Eastern Front WWII veterans dataset extracted from Pamyat Naroda websiteβ12May 8, 2020Updated 5 years ago
- β40Sep 6, 2023Updated 2 years ago
- Twitter bot for generating photo descriptions (alt text)β23Jul 1, 2021Updated 4 years ago
- β21Nov 16, 2018Updated 7 years ago
- Code for the paper: Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization (https://arxiv.org/abs/2β¦β23Nov 23, 2020Updated 5 years ago
- Deep neural architecture research frameworkβ12Mar 24, 2023Updated 3 years ago
- Research into identifying and correcting incorrect labels in the CoNLL-2003 corpus.β12May 11, 2021Updated 4 years ago
- β13Jun 3, 2022Updated 3 years ago
- 3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fasβ¦β50Oct 31, 2020Updated 5 years ago
- β32May 24, 2023Updated 2 years ago
- Coupling rejection strategy against adversarial attacks (CVPR 2022)β29Mar 2, 2022Updated 4 years ago
- just a bunch of useful embeddings for scikit-learn pipelinesβ523Feb 12, 2026Updated last month
- Transparent and privacy-friendly synthetic data generationβ50Mar 13, 2026Updated last week
- β24Apr 14, 2024Updated last year
- A Python Interface to Reproducibility Measures of System-Oriented IR Experimentsβ11Dec 2, 2025Updated 3 months ago
- Empirical tricks for training robust models (ICLR 2021)β258May 25, 2023Updated 2 years ago
- Seed repo for CVPR'21 Continual Learning Challengeβ13Apr 26, 2021Updated 4 years ago