General ML · evaluation papers, 2023–2026

Key findings

• General ML · evaluation went from 53 papers in 2023 to 230 in 2026, roughly 4.3x in three years.
• NeurIPS publishes the most General ML · evaluation work: 270 papers from 2023 to 2026, 45% of the four-venue total.
• The fastest-growing overlap is with AI Agents: papers tagged with both rose from 0 in 2023 to 47 in 2026.
• Among the 6 topics under General Machine Learning, it ranks #4 by 2026 paper count; the fastest grower in the group, General ML · reinforcement learning, is up 2.0x versus 4.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026AI Construct Lexis: An Ontology of the Hidden Assumptions in AI Evaluation
• ICML 2026A Computational Framework for Evaluating Human-likeness in LLMs' Open-ended Human Behaviors
• ICLR 2026Unlearning Evaluation through Subset Statistical Independence
• CVPR 2026Bridging the Perception Gap in Image Super-Resolution Evaluation
• NeurIPS 2025Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
• ICML 2025AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings
• ICLR 2025On Speeding Up Language Model Evaluation
• CVPR 2025ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models
• NeurIPS 2024Accuracy is Not All You Need
• ICML 2024A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models
• ICLR 2024BatchPrompt: Accomplish more with less
• CVPR 2024Animating General Image with Large Visual Motion Model
• NeurIPS 2023AQuA: A Benchmarking Tool for Label Quality Assessment
• ICML 2023Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts
• ICLR 2023Beyond calibration: estimating the grouping loss of modern neural networks
• CVPR 2023GeneCIS: A Benchmark for General Conditional Image Similarity
• NeurIPS 2026AMUSE: Anytime Muon with Stable Gradient Evaluation
• ICML 2026A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems
• ICLR 2026Choices Speak Louder than Questions
• CVPR 2026Towards Reliable Evaluation of Adversarial Robustness for Spiking Neural Networks

All General ML · evaluation papers

26 papers, page 1 of 1

1. CVPR 2026Bridging the Perception Gap in Image Super-Resolution Evaluation
2. CVPR 2026CrossHOI-Bench A Unified Benchmark for HOI Evaluation across Vision-Language Models
3. CVPR 2026Focal-General Diffusion Model with Semantic Consistent Guidance for Sign Language
4. CVPR 2026SpatialScore Towards Comprehensive Evaluation for Spatial Intelligence
5. CVPR 2026Towards Reliable Evaluation of Adversarial Robustness for Spiking Neural Networks
6. CVPR 2026UI-Lens Assessing General MLLMs Potential to Automate UI Display Quality
7. CVPR 2025AnyMap: Learning a General Camera Model for Structure-from-Motion with Unknown Distortion in Dynamic Scenes
8. CVPR 2025Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks
9. CVPR 2025Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects
10. CVPR 2025ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models
11. CVPR 2025PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset
12. CVPR 2025Samba: A Unified Mamba-based Framework for General Salient Object Detection
13. CVPR 2025Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
14. CVPR 2024Animating General Image with Large Visual Motion Model
15. CVPR 2024IDGuard: Robust General Identity-centric POI Proactive Defense Against Face Editing Abuse
16. CVPR 2024OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM
17. CVPR 2024Rethinking the Evaluation Protocol of Domain Generalization
18. CVPR 2024Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation
19. CVPR 2024Towards a Perceptual Evaluation Framework for Lighting Estimation
20. CVPR 2023A General Regret Bound of Preconditioned Gradient Method for DNN Training
21. CVPR 2023Beyond mAP: Towards Better Evaluation of Instance Segmentation
22. CVPR 2023BiasBed - Rigorous Texture Bias Evaluation
23. CVPR 2023GeneCIS: A Benchmark for General Conditional Image Similarity
24. CVPR 2023GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing Learning
25. CVPR 2023Neuralizer: General Neuroimage Analysis Without Re-Training
26. CVPR 2023PMR: Prototypical Modal Rebalance for Multimodal Learning

FAQ

How many General ML · evaluation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

606 in total: 53 in 2023, 115 in 2024, 208 in 2025, 230 in 2026.

How many General ML · evaluation papers are at NeurIPS 2026?

NeurIPS 2026 has 57 General ML · evaluation papers, versus 124 the year before.

How many General ML · evaluation papers are at ICLR 2026?

ICLR 2026 has 19 General ML · evaluation papers, versus 19 the year before.

How many General ML · evaluation papers are at ICML 2026?

ICML 2026 has 148 General ML · evaluation papers, versus 58 the year before.

How many General ML · evaluation papers are at CVPR 2026?

CVPR 2026 has 6 General ML · evaluation papers, versus 7 the year before.

Which conference publishes the most General ML · evaluation papers?

NeurIPS, with 270 papers from 2023 to 2026.