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

17 papers, page 1 of 1

1. NeurIPS 2025A Principled Path to Fitted Distributional Evaluation
2. NeurIPS 2025AGENTIF: Benchmarking Large Language Models Instruction Following Ability in Agentic Scenarios
3. NeurIPS 2025AI Debate Aids Assessment of Controversial Claims
4. NeurIPS 2025Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
5. NeurIPS 2025Can Large Language Models Master Complex Card Games?
6. NeurIPS 2025Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation
7. NeurIPS 2025Clean First, Align Later: Benchmarking Preference Data Cleaning for Reliable LLM Alignment
8. NeurIPS 2025Consistently Simulating Human Personas with Multi-Turn Reinforcement Learning
9. NeurIPS 2025Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning
10. NeurIPS 2025Don’t call it privacy-preserving or human-centric pose estimation if you don’t measure privacy
11. NeurIPS 2025Handling Missing Responses under Cluster Dependence with Applications to Language Model Evaluation
12. NeurIPS 2025Learning Human-Like RL Agents Through Trajectory Optimization With Action Quantization
13. NeurIPS 2025Tackling Biased Evaluators in Dueling Bandits
14. NeurIPS 2025Toward Human Deictic Gesture Target Estimation
15. NeurIPS 2025Toward Interpretable Evaluation Measures for Time Series Segmentation
16. NeurIPS 2025What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models
17. NeurIPS 2025Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications

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.