Datasets and Benchmarks papers, 2023–2026

Key findings

• Datasets and Benchmarks went from 937 papers in 2023 to 1,991 in 2026, roughly 2.1x in three years.
• NeurIPS publishes the most Datasets and Benchmarks work: 1,935 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with AI Agents: papers tagged with both rose from 8 in 2023 to 194 in 2026.
• Among the 5 topics under Efficiency and Systems, it ranks #1 by 2026 paper count; the fastest grower in the group, Hardware-Aware ML, is up 4.4x versus 2.1x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026A Surrogate Perspective on Convergence of Fixed-Target DQN
• ICML 2026$\mu$pscaling small models: Principled warm starts and hyperparameter transfer
• ICLR 2026**TandemFoilSet**: Datasets for Flow Field Prediction of Tandem-Airfoil Through the Reuse of Single Airfoils
• CVPR 20264DEquine Disentangling Motion and Appearance for 4D Equine Reconstruction from
• NeurIPS 2025A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design
• ICML 2025Active Evaluation Acquisition for Efficient LLM Benchmarking
• ICLR 2025$F^3Set$: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos
• CVPR 20253D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination
• NeurIPS 2024A Benchmark Dataset for Event-Guided Human Pose Estimation and Tracking in Extreme Conditions
• ICML 2024A connection between Tempering and Entropic Mirror Descent
• ICLR 2024A Benchmark Study on Calibration
• CVPR 2024Data Valuation and Detections in Federated Learning
• NeurIPS 2023$\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties
• ICML 2023A Picture of the Space of Typical Learnable Tasks
• ICLR 2023$\Lambda$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells
• CVPR 2023A Bag-of-Prototypes Representation for Dataset-Level Applications
• NeurIPS 2026A Theoretical Bridge Between Long-Tailed Recognition and Continual Learning
• ICML 2026A Semantically Consistent Dataset for Data-Efficient Query-Based Universal Sound Separation
• ICLR 2026A Fictional Q&A Dataset for Studying Memorization and Knowledge Acquisition
• CVPR 2026Advancing Cancer Prognosis with Hierarchical Fusion of Genomic Proteomic and

All Datasets and Benchmarks papers

5,852 papers, page 105 of 118

5201. CVPR 2023ProxyFormer: Proxy Alignment Assisted Point Cloud Completion With Missing Part Sensitive Transformer
5202. CVPR 2023PSVT: End-to-End Multi-Person 3D Pose and Shape Estimation With Progressive Video Transformers
5203. CVPR 2023RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories
5204. CVPR 2023Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks
5205. CVPR 2023Re-Basin via Implicit Sinkhorn Differentiation
5206. CVPR 2023Real-Time Evaluation in Online Continual Learning: A New Hope
5207. CVPR 2023REC-MV: REconstructing 3D Dynamic Cloth From Monocular Videos
5208. CVPR 2023Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation
5209. CVPR 2023Recognizing Rigid Patterns of Unlabeled Point Clouds by Complete and Continuous Isometry Invariants With No False Negatives and No False Positives
5210. CVPR 2023Recovering 3D Hand Mesh Sequence From a Single Blurry Image: A New Dataset and Temporal Unfolding
5211. CVPR 2023Recurrent Homography Estimation Using Homography-Guided Image Warping and Focus Transformer
5212. CVPR 2023ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection
5213. CVPR 2023RefSR-NeRF: Towards High Fidelity and Super Resolution View Synthesis
5214. CVPR 2023Relational Space-Time Query in Long-Form Videos
5215. CVPR 2023ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects
5216. CVPR 2023Removing Objects From Neural Radiance Fields
5217. CVPR 2023Representing Volumetric Videos As Dynamic MLP Maps
5218. CVPR 2023Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment
5219. CVPR 2023Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling
5220. CVPR 2023Revisiting Rotation Averaging: Uncertainties and Robust Losses
5221. CVPR 2023Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization
5222. CVPR 2023Robust Multiview Point Cloud Registration With Reliable Pose Graph Initialization and History Reweighting
5223. CVPR 2023RobustNeRF: Ignoring Distractors With Robust Losses
5224. CVPR 2023Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
5225. CVPR 2023Samples With Low Loss Curvature Improve Data Efficiency
5226. CVPR 2023Scalable, Detailed and Mask-Free Universal Photometric Stereo
5227. CVPR 2023ScaleDet: A Scalable Multi-Dataset Object Detector
5228. CVPR 2023ScarceNet: Animal Pose Estimation With Scarce Annotations
5229. CVPR 2023SCOOP: Self-Supervised Correspondence and Optimization-Based Scene Flow
5230. CVPR 2023Semi-Supervised Hand Appearance Recovery via Structure Disentanglement and Dual Adversarial Discrimination
5231. CVPR 2023ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
5232. CVPR 2023Shape, Pose, and Appearance From a Single Image via Bootstrapped Radiance Field Inversion
5233. CVPR 2023ShapeClipper: Scalable 3D Shape Learning From Single-View Images via Geometric and CLIP-Based Consistency
5234. CVPR 2023ShapeTalk: A Language Dataset and Framework for 3D Shape Edits and Deformations
5235. CVPR 2023Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning
5236. CVPR 2023Simulated Annealing in Early Layers Leads to Better Generalization
5237. CVPR 2023SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization
5238. CVPR 2023Slimmable Dataset Condensation
5239. CVPR 2023SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments
5240. CVPR 2023SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing
5241. CVPR 2023Solving 3D Inverse Problems Using Pre-Trained 2D Diffusion Models
5242. CVPR 2023SPARF: Neural Radiance Fields From Sparse and Noisy Poses
5243. CVPR 2023SparsePose: Sparse-View Camera Pose Regression and Refinement
5244. CVPR 2023Sphere-Guided Training of Neural Implicit Surfaces
5245. CVPR 2023Spider GAN: Leveraging Friendly Neighbors To Accelerate GAN Training
5246. CVPR 2023SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries
5247. CVPR 2023Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo
5248. CVPR 2023StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos
5249. CVPR 2023Stitchable Neural Networks
5250. CVPR 2023STMixer: A One-Stage Sparse Action Detector

FAQ

How many Datasets and Benchmarks papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

5,856 in total: 937 in 2023, 1,346 in 2024, 1,582 in 2025, 1,991 in 2026.

How many Datasets and Benchmarks papers are at NeurIPS 2026?

NeurIPS 2026 has 623 Datasets and Benchmarks papers, versus 637 the year before.

How many Datasets and Benchmarks papers are at ICLR 2026?

ICLR 2026 has 635 Datasets and Benchmarks papers, versus 419 the year before.

How many Datasets and Benchmarks papers are at ICML 2026?

ICML 2026 has 275 Datasets and Benchmarks papers, versus 189 the year before.

How many Datasets and Benchmarks papers are at CVPR 2026?

CVPR 2026 has 458 Datasets and Benchmarks papers, versus 337 the year before.

Which conference publishes the most Datasets and Benchmarks papers?

NeurIPS, with 1,935 papers from 2023 to 2026.