Human Evaluation papers, 2023–2026

Key findings

• Human Evaluation went from 33 papers in 2023 to 108 in 2026, roughly 3.3x in three years.
• NeurIPS publishes the most Human Evaluation work: 90 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Datasets and Benchmarks: papers tagged with both rose from 3 in 2023 to 31 in 2026.
• Among the 5 topics under Evaluation and Benchmarks, it ranks #3 by 2026 paper count; the fastest grower in the group, LLM Benchmarks, is up 154x versus 3.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Ad-Hoc Teamwork from Human Demonstrations
• ICML 2026SWE-IF: Aligning Code Evaluation with Human Preference
• ICLR 2026Human-LLM Collaborative Feature Engineering for Tabular Data
• CVPR 2026Bridging Human Evaluation to Infrared and Visible Image Fusion
• NeurIPS 2025Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning
• ICML 2025Position: When Incentives Backfire, Data Stops Being Human
• ICLR 2025Eliciting Human Preferences with Language Models
• CVPR 2025DynPose: Largely Improving the Efficiency of Human Pose Estimation by a Simple Dynamic Framework
• NeurIPS 2024DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
• ICML 2024A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models
• ICLR 2024Human Feedback is not Gold Standard
• CVPR 2024LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model
• NeurIPS 2023Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?
• ICML 2023Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts
• ICLR 2023Beyond calibration: estimating the grouping loss of modern neural networks
• CVPR 20233D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels
• NeurIPS 2026AI Construct Lexis: An Ontology of the Hidden Assumptions in AI Evaluation
• ICML 2026Rethinking Evaluation Paradigms in IBP-based Certified Training
• ICLR 2026Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models
• CVPR 2026Ground Reaction Inertial Poser Physics-based Human Motion Capture from Sparse

All Human Evaluation papers

70 papers, page 1 of 2

1. CVPR 2026Beyond Single-View Sufficiency CVBench for Cross-View Human Understanding
2. CVPR 2026Bridging Human Evaluation to Infrared and Visible Image Fusion
3. CVPR 2026Bridging the Perception Gap in Image Super-Resolution Evaluation
4. CVPR 2026CREval An Automated Interpretable Evaluation for Creative Image Manipulation under
5. CVPR 2026Differentially Private 2D Human Pose Estimation
6. CVPR 2026E-comIQ-ZH A Human-Aligned Dataset and Benchmark for Fine-Grained Evaluation of
7. CVPR 2026Ground Reaction Inertial Poser Physics-based Human Motion Capture from Sparse
8. CVPR 2026Human Geometry Distribution for 3D Animation Generation
9. CVPR 2026HumanVBench Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized
10. CVPR 2026Occluded Human Body Capture with Frequency Domain Denoising Prior
11. CVPR 2026PosterReward Unlocking Accurate Evaluation for High-Quality Graphic Design Generation
12. CVPR 2026Ref4D-VideoBench Four-Dimensional Reference-Based Evaluation of Text-to-Video Generative Models
13. CVPR 2026RHINO Reconstructing Human Interactions with Novel Objects from Monocular Videos
14. CVPR 2026SAM 3D Body Robust Full-Body Human Mesh Recovery
15. CVPR 2026Soul Breathe Life into Digital Human for High-fidelity Long-term Multimodal
16. CVPR 2026Towards Motion Turing Test Evaluating Human-Likeness in Humanoid Robots
17. CVPR 2026UniVBench Towards Unified Evaluation for Video Foundation Models
18. CVPR 2026VideoRealBench A Chain-of-Thought Realism Evaluation Benchmark for Generated Human-Centric Videos
19. CVPR 2026What Are You Doing A Closer Look at Controllable Human
20. CVPR 2025DynPose: Largely Improving the Efficiency of Human Pose Estimation by a Simple Dynamic Framework
21. CVPR 2025Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects
22. CVPR 2025Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching
23. CVPR 2025Image Quality Assessment: From Human to Machine Preference
24. CVPR 2025MixerMDM: Learnable Composition of Human Motion Diffusion Models
25. CVPR 2025Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction
26. CVPR 2025PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing
27. CVPR 2025ProbPose: A Probabilistic Approach to 2D Human Pose Estimation
28. CVPR 2025RePerformer: Immersive Human-centric Volumetric Videos from Playback to Photoreal Reperformance
29. CVPR 2025Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression
30. CVPR 2025StickMotion: Generating 3D Human Motions by Drawing a Stickman
31. CVPR 2025Towards Scalable Human-aligned Benchmark for Text-guided Image Editing
32. CVPR 2025Video-Bench: Human-Aligned Video Generation Benchmark
33. CVPR 20243D Human Pose Perception from Egocentric Stereo Videos
34. CVPR 2024Can Biases in ImageNet Models Explain Generalization?
35. CVPR 2024CG-HOI: Contact-Guided 3D Human-Object Interaction Generation
36. CVPR 2024GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation
37. CVPR 2024HIT: Estimating Internal Human Implicit Tissues from the Body Surface
38. CVPR 2024HIVE: Harnessing Human Feedback for Instructional Visual Editing
39. CVPR 2024HOIAnimator: Generating Text-prompt Human-object Animations using Novel Perceptive Diffusion Models
40. CVPR 2024Inter-X: Towards Versatile Human-Human Interaction Analysis
41. CVPR 2024Learning Multi-Dimensional Human Preference for Text-to-Image Generation
42. CVPR 2024LEMON: Learning 3D Human-Object Interaction Relation from 2D Images
43. CVPR 2024LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model
44. CVPR 2024MaGGIe: Masked Guided Gradual Human Instance Matting
45. CVPR 2024NECA: Neural Customizable Human Avatar
46. CVPR 2024PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding
47. CVPR 2024Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
48. CVPR 2024Rethinking FID: Towards a Better Evaluation Metric for Image Generation
49. CVPR 2024RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
50. CVPR 2024SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion

FAQ

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

271 in total: 33 in 2023, 70 in 2024, 60 in 2025, 108 in 2026.

How many Human Evaluation papers are at NeurIPS 2026?

NeurIPS 2026 has 39 Human Evaluation papers, versus 17 the year before.

How many Human Evaluation papers are at ICLR 2026?

ICLR 2026 has 29 Human Evaluation papers, versus 16 the year before.

How many Human Evaluation papers are at ICML 2026?

ICML 2026 has 21 Human Evaluation papers, versus 14 the year before.

How many Human Evaluation papers are at CVPR 2026?

CVPR 2026 has 19 Human Evaluation papers, versus 13 the year before.

Which conference publishes the most Human Evaluation papers?

NeurIPS, with 90 papers from 2023 to 2026.