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 77 of 118

3801. CVPR 2024NeRFDeformer: NeRF Transformation from a Single View via 3D Scene Flows
3802. CVPR 2024NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images
3803. CVPR 2024NetTrack: Tracking Highly Dynamic Objects with a Net
3804. CVPR 2024Neural Underwater Scene Representation
3805. CVPR 2024No More Ambiguity in 360deg Room Layout via Bi-Layout Estimation
3806. CVPR 2024Noisy One-point Homographies are Surprisingly Good
3807. CVPR 2024Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor
3808. CVPR 2024NTO3D: Neural Target Object 3D Reconstruction with Segment Anything
3809. CVPR 2024NViST: In the Wild New View Synthesis from a Single Image with Transformers
3810. CVPR 2024OAKINK2: A Dataset of Bimanual Hands-Object Manipulation in Complex Task Completion
3811. CVPR 2024OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation
3812. CVPR 2024ODIN: A Single Model for 2D and 3D Segmentation
3813. CVPR 2024OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM
3814. CVPR 2024OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning
3815. CVPR 2024On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
3816. CVPR 2024One-Class Face Anti-spoofing via Spoof Cue Map-Guided Feature Learning
3817. CVPR 2024One-Prompt to Segment All Medical Images
3818. CVPR 2024OneLLM: One Framework to Align All Modalities with Language
3819. CVPR 2024OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation
3820. CVPR 2024OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning
3821. CVPR 2024OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning
3822. CVPR 2024PairDETR : Joint Detection and Association of Human Bodies and Faces
3823. CVPR 2024PaReNeRF: Toward Fast Large-scale Dynamic NeRF with Patch-based Reference
3824. CVPR 2024Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition
3825. CVPR 2024Partial-to-Partial Shape Matching with Geometric Consistency
3826. CVPR 2024PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds
3827. CVPR 2024PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor
3828. CVPR 2024Photo-SLAM: Real-time Simultaneous Localization and Photorealistic Mapping for Monocular Stereo and RGB-D Cameras
3829. CVPR 2024Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration
3830. CVPR 2024PLGSLAM: Progressive Neural Scene Represenation with Local to Global Bundle Adjustment
3831. CVPR 2024Plug and Play Active Learning for Object Detection
3832. CVPR 2024Plug-and-Play Diffusion Distillation
3833. CVPR 2024Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
3834. CVPR 2024Pose Adapted Shape Learning for Large-Pose Face Reenactment
3835. CVPR 2024PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding
3836. CVPR 2024Previously on ... From Recaps to Story Summarization
3837. CVPR 2024Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications
3838. CVPR 2024Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion
3839. CVPR 2024Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
3840. CVPR 2024Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI
3841. CVPR 2024Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection
3842. CVPR 2024R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human Digitalization
3843. CVPR 2024RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses
3844. CVPR 2024RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models
3845. CVPR 2024RCooper: A Real-world Large-scale Dataset for Roadside Cooperative Perception
3846. CVPR 2024Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection
3847. CVPR 2024Real-World Mobile Image Denoising Dataset with Efficient Baselines
3848. CVPR 2024ReconFusion: 3D Reconstruction with Diffusion Priors
3849. CVPR 2024Reconstructing Hands in 3D with Transformers
3850. CVPR 2024Relation Rectification in Diffusion Model

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.