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 75 of 118

3701. CVPR 2024Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching
3702. CVPR 2024GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence
3703. CVPR 2024GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes
3704. CVPR 2024GLaMM: Pixel Grounding Large Multimodal Model
3705. CVPR 2024Global and Hierarchical Geometry Consistency Priors for Few-shot NeRFs in Indoor Scenes
3706. CVPR 2024Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
3707. CVPR 2024Global Latent Neural Rendering
3708. CVPR 2024GraCo: Granularity-Controllable Interactive Segmentation
3709. CVPR 2024Gradient Reweighting: Towards Imbalanced Class-Incremental Learning
3710. CVPR 2024GROUNDHOG: Grounding Large Language Models to Holistic Segmentation
3711. CVPR 2024Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation
3712. CVPR 2024HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
3713. CVPR 2024HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions
3714. CVPR 2024HardMo: A Large-Scale Hardcase Dataset for Motion Capture
3715. CVPR 2024HashPoint: Accelerated Point Searching and Sampling for Neural Rendering
3716. CVPR 2024Hierarchical Correlation Clustering and Tree Preserving Embedding
3717. CVPR 2024Hierarchical Histogram Threshold Segmentation - Auto-terminating High-detail Oversegmentation
3718. CVPR 2024HOI-M^3: Capture Multiple Humans and Objects Interaction within Contextual Environment
3719. CVPR 2024HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
3720. CVPR 2024HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild
3721. CVPR 2024HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative
3722. CVPR 2024HouseCat6D - A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic Scenarios
3723. CVPR 2024How Far Can We Compress Instant-NGP-Based NeRF?
3724. CVPR 2024HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces
3725. CVPR 2024iKUN: Speak to Trackers without Retraining
3726. CVPR 2024Implicit Event-RGBD Neural SLAM
3727. CVPR 2024Improving Generalization via Meta-Learning on Hard Samples
3728. CVPR 2024Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps
3729. CVPR 2024InceptionNeXt: When Inception Meets ConvNeXt
3730. CVPR 2024Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation
3731. CVPR 2024Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding
3732. CVPR 2024Insights from the Use of Previously Unseen Neural Architecture Search Datasets
3733. CVPR 2024Instance Tracking in 3D Scenes from Egocentric Videos
3734. CVPR 2024Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning
3735. CVPR 2024Intensity-Robust Autofocus for Spike Camera
3736. CVPR 2024Interactive Continual Learning: Fast and Slow Thinking
3737. CVPR 2024Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding
3738. CVPR 2024Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields
3739. CVPR 2024Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios
3740. CVPR 2024IReNe: Instant Recoloring of Neural Radiance Fields
3741. CVPR 2024JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments
3742. CVPR 2024JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups
3743. CVPR 2024KITRO: Refining Human Mesh by 2D Clues and Kinematic-tree Rotation
3744. CVPR 2024KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation
3745. CVPR 2024LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
3746. CVPR 2024LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs
3747. CVPR 2024Language-conditioned Detection Transformer
3748. CVPR 2024LASA: Instance Reconstruction from Real Scans using A Large-scale Aligned Shape Annotation Dataset
3749. CVPR 2024Learning the 3D Fauna of the Web
3750. CVPR 2024Learning to Count without Annotations

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.