🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet
☆190Dec 16, 2025Updated 10 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 …☆11,715Jan 13, 2026Updated 9 months ago
- A Closer Look at Accuracy vs. Robustness☆89May 17, 2021Updated 5 years ago
- ICLR 2021: Noise against noise: stochastic label noise helps combat inherent label noise☆15May 1, 2021Updated 5 years ago
- Finetune Google's pre-trained ViT models from HuggingFace's model hub.☆19Apr 4, 2021Updated 5 years ago
- Code and data for the ACM CIKM 2022 paper "Rank List Sensitivity of Recommender Systems to Interaction Perturbations"☆10Aug 16, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Strongest attack against Feature Scatter and Adversarial Interpolation☆25Dec 26, 2019Updated 6 years ago
- The example of correspondence between fine classes and superclasses (coarse classes) in ImageNet.☆13Dec 4, 2024Updated last year
- ☆12Feb 19, 2025Updated last year
- Multi Stopwatch for Python☆12Sep 28, 2019Updated 7 years ago
- [AAAI2023] NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension☆17Dec 20, 2022Updated 3 years ago
- A Structured Output Benchmark whose 'ground-truth' is actually right☆26Jul 24, 2026Updated 2 months ago
- ☆43Apr 20, 2023Updated 3 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆41Nov 17, 2020Updated 5 years ago
- 3rd place solution for RetailHero.ai/#2☆15Mar 1, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆364Apr 17, 2025Updated last year
- Wrapper for easier inference for insightface☆11Nov 7, 2023Updated 2 years ago
- An uncertainty-based random sampling algorithm for data augmentation☆29Sep 7, 2020Updated 6 years ago
- ☆18Nov 24, 2023Updated 2 years ago
- Safitty is a wrapper on JSON/YAML configs for Python☆30Mar 19, 2020Updated 6 years ago
- Doubt your data, find bad labels.☆514Jul 15, 2024Updated 2 years ago
- ☆11Nov 20, 2020Updated 5 years ago
- This repo parallelizes mAP_evaluation using python's multiprocessing module.☆18Apr 14, 2022Updated 4 years ago
- Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)☆58Apr 24, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A general method for training cost-sensitive robust classifier☆22May 29, 2019Updated 7 years ago
- Research into identifying and correcting incorrect labels in the CoNLL-2003 corpus.☆12May 11, 2021Updated 5 years ago
- Automatically find issues in image datasets and practice data-centric computer vision.☆1,212Jan 8, 2026Updated 9 months ago
- Fast, Simple and Easy to use SOTA Self-Supervised Image Classification Models in PyTorch☆18Aug 18, 2021Updated 5 years ago
- code for ResSys'18 paper: "Exploring Recommendations Under User-Controlled Data Filtering"☆23Oct 16, 2018Updated 8 years ago
- ☆43Sep 6, 2023Updated 3 years ago
- Coupling rejection strategy against adversarial attacks (CVPR 2022)☆29Mar 2, 2022Updated 4 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆468Nov 11, 2022Updated 3 years ago
- ☆16Nov 10, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fas…☆50Oct 31, 2020Updated 5 years ago
- ☆16Feb 12, 2020Updated 6 years ago
- This repository contains a demonstrative implementation for pooling-based models, e.g., DeepPyramidion complementing our paper "Sparsifyi…☆14May 15, 2022Updated 4 years ago
- Empirical tricks for training robust models (ICLR 2021)☆259May 25, 2023Updated 3 years ago
- Seed repo for CVPR'21 Continual Learning Challenge☆13Apr 26, 2021Updated 5 years ago
- JSON Schema format for storing datasets details, documents processed contents, and documents annotations in the document understanding do…☆14Nov 5, 2024Updated last year
- Corpus exploration platform using advanced tools such as interactive summarization and multi document coreference resolution☆12Jun 15, 2023Updated 3 years ago