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

1,537 papers, page 31 of 31

1501. CVPR 2023Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution
1502. CVPR 2023Towards Stable Human Pose Estimation via Cross-View Fusion and Foot Stabilization
1503. CVPR 2023Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision
1504. CVPR 2023Towards Unbiased Volume Rendering of Neural Implicit Surfaces With Geometry Priors
1505. CVPR 2023TRACE: 5D Temporal Regression of Avatars With Dynamic Cameras in 3D Environments
1506. CVPR 2023Tracking Multiple Deformable Objects in Egocentric Videos
1507. CVPR 2023Tracking Through Containers and Occluders in the Wild
1508. CVPR 2023Transformer-Based Unified Recognition of Two Hands Manipulating Objects
1509. CVPR 2023Trap Attention: Monocular Depth Estimation With Manual Traps
1510. CVPR 2023TriVol: Point Cloud Rendering via Triple Volumes
1511. CVPR 2023Twin Contrastive Learning With Noisy Labels
1512. CVPR 2023Two-View Geometry Scoring Without Correspondences
1513. CVPR 2023ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding
1514. CVPR 2023Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction
1515. CVPR 2023Uncurated Image-Text Datasets: Shedding Light on Demographic Bias
1516. CVPR 2023Understanding and Improving Visual Prompting: A Label-Mapping Perspective
1517. CVPR 2023Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection
1518. CVPR 2023Unifying Short and Long-Term Tracking With Graph Hierarchies
1519. CVPR 2023UniSim: A Neural Closed-Loop Sensor Simulator
1520. CVPR 2023Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models
1521. CVPR 2023Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples
1522. CVPR 2023Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses
1523. CVPR 2023Unsupervised Object Localization: Observing the Background To Discover Objects
1524. CVPR 2023Unsupervised Volumetric Animation
1525. CVPR 2023Upcycling Models Under Domain and Category Shift
1526. CVPR 2023V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception
1527. CVPR 2023V2X-Seq: A Large-Scale Sequential Dataset for Vehicle-Infrastructure Cooperative Perception and Forecasting
1528. CVPR 2023VecFontSDF: Learning To Reconstruct and Synthesize High-Quality Vector Fonts via Signed Distance Functions
1529. CVPR 2023Vid2Avatar: 3D Avatar Reconstruction From Videos in the Wild via Self-Supervised Scene Decomposition
1530. CVPR 2023VindLU: A Recipe for Effective Video-and-Language Pretraining
1531. CVPR 2023Virtual Occlusions Through Implicit Depth
1532. CVPR 2023Visual DNA: Representing and Comparing Images Using Distributions of Neuron Activations
1533. CVPR 2023VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking
1534. CVPR 2023Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
1535. CVPR 2023What Happened 3 Seconds Ago? Inferring the Past With Thermal Imaging
1536. CVPR 2023Where We Are and What We're Looking At: Query Based Worldwide Image Geo-Localization Using Hierarchies and Scenes
1537. CVPR 2023You Can Ground Earlier Than See: An Effective and Efficient Pipeline for Temporal Sentence Grounding in Compressed Videos

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.