A curated list of papers that released datasets along with their work
Python
126
34 commits
updated Mar 23, 2026
README
Papers with Data
Data reigns supreme 🥇
Every day it becomes more evident that data is the limiting factor for state-of-the-art 📈 machine learning. Your model architecture may be revolutionary, but without high-quality data 📊 to train on, it will be doomed to mediocrity.
Pair idea with execution and use top-notch data in your next project!
NeurIPS 2023
We've combed through the 2384 papers accepted to NeurIPS in 2023 and compiled a short-list of papers introducing exciting new datasets.
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data | perceptual similarity, image, synthetic, diffusion, JND, 2AFC |  |  |  |
| Visual Instruction Tuning | vision-language, llm, instruction-tuning, image, multimodal |  | |  |
| ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation | reward-model, image, text-to-image, synthetic, human-preference, alignment |  | |  |
| MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing | image-editing, synthetic, image, instruction |  | |  |
| REAL3D-AD | 3D, point-cloud, anomaly-detection |  | |  |
WACV 2024
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| dacl10k: Benchmark for Semantic Bridge Damage Segmentation | image, semantic segmentation, classification, construction, defect |  | |  |
ICCV 2023
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding | image, SAR, satellite, detection, climate |  | |  |
| Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds | 3D, point cloud |  | | |
| EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding | image, object, ego |  | |  |
| Equivariant Similarity for Vision-Language Foundation Models | image, similarity, caption |  | |  |
| MOSE: A New Dataset for Video Object Segmentation in Complex Scenes | video, segmentation, tracking |  | | |
| SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes | multi-object tracking, sports |  | |  |
CVPR 2023
We've combed through the 2359 papers accepted to CVPR in 2023 and compiled a short-list of papers introducing exciting new datasets.
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| MVImgNet: A Large-scale Dataset of Multi-view Images | multi-view, image |  | |  |
| GeoNet: Benchmarking Unsupervised Adaptation across Geographies | geolocation, image |  | | |
| Joint HDR Denoising and Fusion: A Real-World Mobile HDR Image Dataset | denoising, image | |  | |
| Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo | optical flow, stereo, image |  | | |
| ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing | image, editing |  | |  |
| ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data | RGB-D, segmentation, video |  | |  |
| Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification | low-light, cross-modal, IR |  | |  |
| JRDB-Pose: A Large-scale Dataset for Multi-Person Pose Estimation and Tracking | pose estimation, image, keypoint, tracking |  | | |
| A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation | synthetic, domain adaptation, supervised |  | |  |
Papers from 2022
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imagery | glacier, climate, SAR, satellite, image, semantic segmentation |  | |  |
| The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting | conservation, detection, SONAR, video, tracking, counting |  | |  |
Classics
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases | x-ray, image, healthcare, detection |  | |
Contributing 👋
We would love your help in making this repository even better! If we missed a paper that introduced a new dataset, or if you can think of any ways to improve the repository, feel free to open an issue or a pull request.
Note
This repository is inspired by paperswithcode, and the template was adapted from top-cvpr-2023-papers.
Contributors
Similar repos
Languages
Python
100.0%
A curated list of papers that released datasets along with their work
Python
126
34 commits
updated Mar 23, 2026
README
Papers with Data
Data reigns supreme 🥇
Every day it becomes more evident that data is the limiting factor for state-of-the-art 📈 machine learning. Your model architecture may be revolutionary, but without high-quality data 📊 to train on, it will be doomed to mediocrity.
Pair idea with execution and use top-notch data in your next project!
NeurIPS 2023
We've combed through the 2384 papers accepted to NeurIPS in 2023 and compiled a short-list of papers introducing exciting new datasets.
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data | perceptual similarity, image, synthetic, diffusion, JND, 2AFC | | | |
| Visual Instruction Tuning | vision-language, llm, instruction-tuning, image, multimodal | | | |
| ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation | reward-model, image, text-to-image, synthetic, human-preference, alignment | | | |
| MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing | image-editing, synthetic, image, instruction | | | |
| REAL3D-AD | 3D, point-cloud, anomaly-detection | | | |
WACV 2024
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| dacl10k: Benchmark for Semantic Bridge Damage Segmentation | image, semantic segmentation, classification, construction, defect | | | |
ICCV 2023
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding | image, SAR, satellite, detection, climate | | | |
| Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds | 3D, point cloud | | | |
| EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding | image, object, ego | | | |
| Equivariant Similarity for Vision-Language Foundation Models | image, similarity, caption | | | |
| MOSE: A New Dataset for Video Object Segmentation in Complex Scenes | video, segmentation, tracking | | | |
| SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes | multi-object tracking, sports | | | |
CVPR 2023
We've combed through the 2359 papers accepted to CVPR in 2023 and compiled a short-list of papers introducing exciting new datasets.
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| MVImgNet: A Large-scale Dataset of Multi-view Images | multi-view, image | | | |
| GeoNet: Benchmarking Unsupervised Adaptation across Geographies | geolocation, image | | | |
| Joint HDR Denoising and Fusion: A Real-World Mobile HDR Image Dataset | denoising, image | | | |
| Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo | optical flow, stereo, image | | | |
| ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing | image, editing | | | |
| ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data | RGB-D, segmentation, video | | | |
| Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification | low-light, cross-modal, IR | | | |
| JRDB-Pose: A Large-scale Dataset for Multi-Person Pose Estimation and Tracking | pose estimation, image, keypoint, tracking | | | |
| A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation | synthetic, domain adaptation, supervised | | | |
Papers from 2022
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imagery | glacier, climate, SAR, satellite, image, semantic segmentation | | | |
| The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting | conservation, detection, SONAR, video, tracking, counting | | | |
Classics
| Title | Tags | Paper | Dataset | Code |
|---|---|---|---|---|
| ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases | x-ray, image, healthcare, detection | | |
Contributing 👋
We would love your help in making this repository even better! If we missed a paper that introduced a new dataset, or if you can think of any ways to improve the repository, feel free to open an issue or a pull request.
Note
This repository is inspired by paperswithcode, and the template was adapted from top-cvpr-2023-papers.
Similar repos
Contributors
Languages
Python
100.0%