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 74 of 118

3651. CVPR 2024DiffusionLight: Light Probes for Free by Painting a Chrome Ball
3652. CVPR 2024DiLiGenRT: A Photometric Stereo Dataset with Quantified Roughness and Translucency
3653. CVPR 2024DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models
3654. CVPR 2024DiSR-NeRF: Diffusion-Guided View-Consistent Super-Resolution NeRF
3655. CVPR 2024Distilled Datamodel with Reverse Gradient Matching
3656. CVPR 2024DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction
3657. CVPR 2024DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
3658. CVPR 2024DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision
3659. CVPR 2024Do Vision and Language Encoders Represent the World Similarly?
3660. CVPR 2024Domain Gap Embeddings for Generative Dataset Augmentation
3661. CVPR 2024Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes
3662. CVPR 2024DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer
3663. CVPR 2024DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing
3664. CVPR 2024E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator
3665. CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
3666. CVPR 2024ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation
3667. CVPR 2024Efficient Dataset Distillation via Minimax Diffusion
3668. CVPR 2024Efficient Meshflow and Optical Flow Estimation from Event Cameras
3669. CVPR 2024Efficient Scene Recovery Using Luminous Flux Prior
3670. CVPR 2024Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
3671. CVPR 2024EFHQ: Multi-purpose ExtremePose-Face-HQ dataset
3672. CVPR 2024Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
3673. CVPR 2024Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement
3674. CVPR 2024EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World
3675. CVPR 2024Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and Distance-Aware Bi-Projection Fusion
3676. CVPR 2024Enhancing Multimodal Cooperation via Sample-level Modality Valuation
3677. CVPR 2024Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes
3678. CVPR 2024eTraM: Event-based Traffic Monitoring Dataset
3679. CVPR 2024Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods
3680. CVPR 2024EvDiG: Event-guided Direct and Global Components Separation
3681. CVPR 2024Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline
3682. CVPR 2024Event-based Structure-from-Orbit
3683. CVPR 2024Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception
3684. CVPR 2024Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation
3685. CVPR 2024Face2Diffusion for Fast and Editable Face Personalization
3686. CVPR 2024FADES: Fair Disentanglement with Sensitive Relevance
3687. CVPR 2024Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity
3688. CVPR 2024FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication
3689. CVPR 2024Fantastic Animals and Where to Find Them: Segment Any Marine Animal with Dual SAM
3690. CVPR 2024FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning
3691. CVPR 2024FedUV: Uniformity and Variance for Heterogeneous Federated Learning
3692. CVPR 2024FineSports: A Multi-person Hierarchical Sports Video Dataset for Fine-grained Action Understanding
3693. CVPR 2024FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures
3694. CVPR 2024Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention Alignment and Prompt Tuning
3695. CVPR 2024Flexible Depth Completion for Sparse and Varying Point Densities
3696. CVPR 2024FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
3697. CVPR 2024FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects
3698. CVPR 2024Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views
3699. CVPR 2024Generalizable Face Landmarking Guided by Conditional Face Warping
3700. CVPR 2024Generalized Event Cameras

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.