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

90 papers, page 2 of 2

51. NeurIPS 2025Learning Human-Like RL Agents Through Trajectory Optimization With Action Quantization
52. NeurIPS 2025Tackling Biased Evaluators in Dueling Bandits
53. NeurIPS 2025Toward Human Deictic Gesture Target Estimation
54. NeurIPS 2025Toward Interpretable Evaluation Measures for Time Series Segmentation
55. NeurIPS 2025What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models
56. NeurIPS 2025Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications
57. NeurIPS 2024A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era
58. NeurIPS 2024ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
59. NeurIPS 2024Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans
60. NeurIPS 2024Are Large Language Models Good Statisticians?
61. NeurIPS 2024Benchmarking Complex Instruction-Following with Multiple Constraints Composition
62. NeurIPS 2024BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval
63. NeurIPS 2024CoSy: Evaluating Textual Explanations of Neurons
64. NeurIPS 2024DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
65. NeurIPS 2024DevBench: A multimodal developmental benchmark for language learning
66. NeurIPS 2024GenAI Arena: An Open Evaluation Platform for Generative Models
67. NeurIPS 2024Interactive Deep Clustering via Value Mining
68. NeurIPS 2024IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
69. NeurIPS 2024ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
70. NeurIPS 2024MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
71. NeurIPS 2024Nonparametric Evaluation of Noisy ICA Solutions
72. NeurIPS 2024Overcoming Common Flaws in the Evaluation of Selective Classification Systems
73. NeurIPS 2024Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
74. NeurIPS 2024Should We Really Edit Language Models? On the Evaluation of Edited Language Models
75. NeurIPS 2024StackEval: Benchmarking LLMs in Coding Assistance
76. NeurIPS 2024Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
77. NeurIPS 2024To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
78. NeurIPS 2024Towards Robust Multimodal Sentiment Analysis with Incomplete Data
79. NeurIPS 2024Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models
80. NeurIPS 2024Weak Supervision Performance Evaluation via Partial Identification
81. NeurIPS 2024WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
82. NeurIPS 2023A Comprehensive Benchmark for Neural Human Radiance Fields
83. NeurIPS 2023Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback
84. NeurIPS 2023Automated Classification of Model Errors on ImageNet
85. NeurIPS 2023Holistic Evaluation of Text-to-Image Models
86. NeurIPS 2023How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
87. NeurIPS 2023Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
88. NeurIPS 2023Off-Policy Evaluation for Human Feedback
89. NeurIPS 2023Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?
90. NeurIPS 2023Statistical Knowledge Assessment for Large Language Models

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.