通用机器学习 · evaluation论文趋势 2023–2026

通用机器学习：evaluation

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 606 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

通用机器学习 · evaluation论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023181711753
20247116226115
202512419587208
202657191486230

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部通用机器学习 · evaluation论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 270 篇，第 5 / 6 页

  1. NeurIPS 2024Evaluating the World Model Implicit in a Generative Model
  2. NeurIPS 2024Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
  3. NeurIPS 2024Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data
  4. NeurIPS 2024Fourier Neural Operator with Learned Deformations for PDEs on General Geometries
  5. NeurIPS 2024General bounds on the quality of Bayesian coresets
  6. NeurIPS 2024GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent
  7. NeurIPS 2024GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
  8. NeurIPS 2024Graph Edit Distance with General Costs Using Neural Set Divergence
  9. NeurIPS 2024GTA: A Benchmark for General Tool Agents
  10. NeurIPS 2024GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
  11. NeurIPS 2024Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation
  12. NeurIPS 2024HonestLLM: Toward an Honest and Helpful Large Language Model
  13. NeurIPS 2024I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
  14. NeurIPS 2024Improved Guarantees for Fully Dynamic $k$-Center Clustering with Outliers in General Metric Spaces
  15. NeurIPS 2024Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
  16. NeurIPS 2024Localizing Memorization in SSL Vision Encoders
  17. NeurIPS 2024Metric Space Magnitude for Evaluating the Diversity of Latent Representations
  18. NeurIPS 2024Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
  19. NeurIPS 2024MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
  20. NeurIPS 2024MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
  21. NeurIPS 2024Needle In A Multimodal Haystack
  22. NeurIPS 2024No Free Delivery Service: Epistemic limits of passive data collection in complex social systems
  23. NeurIPS 2024Nonparametric Evaluation of Noisy ICA Solutions
  24. NeurIPS 2024OpenCDA-Loop: A Closed-loop Benchmarking Platform for End-to-end Evaluation of Cooperative Perception
  25. NeurIPS 2024OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
  26. NeurIPS 2024Overcoming Common Flaws in the Evaluation of Selective Classification Systems
  27. NeurIPS 2024Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
  28. NeurIPS 2024Post-Hoc Reversal: Are We Selecting Models Prematurely?
  29. NeurIPS 2024Prediction-Powered Ranking of Large Language Models
  30. NeurIPS 2024Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
  31. NeurIPS 2024RanDumb: Random Representations Outperform Online Continually Learned Representations
  32. NeurIPS 2024RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
  33. NeurIPS 2024Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
  34. NeurIPS 2024Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox
  35. NeurIPS 2024Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
  36. NeurIPS 2024RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation
  37. NeurIPS 2024RMLR: Extending Multinomial Logistic Regression into General Geometries
  38. NeurIPS 2024Scalable DBSCAN with Random Projections
  39. NeurIPS 2024Should We Really Edit Language Models? On the Evaluation of Edited Language Models
  40. NeurIPS 2024Statistical Multicriteria Benchmarking via the GSD-Front
  41. NeurIPS 2024Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
  42. NeurIPS 2024SubjECTive-QA: A dataset for the subjective evaluation of answers in Earnings Call Transcripts (ECTs)
  43. NeurIPS 2024Task Me Anything
  44. NeurIPS 2024Task-oriented Time Series Imputation Evaluation via Generalized Representers
  45. NeurIPS 2024The Art of Saying No: Contextual Noncompliance in Language Models
  46. NeurIPS 2024To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
  47. NeurIPS 2024Towards a Scalable Reference-Free Evaluation of Generative Models
  48. NeurIPS 2024Towards Explainable Evaluation Metrics for Machine Translation
  49. NeurIPS 2024Unveiling the Tapestry of Consistency in Large Vision-Language Models
  50. NeurIPS 2024Weak Supervision Performance Evaluation via Partial Identification

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接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查通用机器学习 · evaluation在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "gml-evaluation"}

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常见问题

2023–2026 年四大会议一共有多少篇通用机器学习 · evaluation论文？
共 606 篇，按年份分别是 2023 年 53 篇、2024 年 115 篇、2025 年 208 篇、2026 年 230 篇。
NeurIPS 2026 有多少篇通用机器学习 · evaluation论文？
NeurIPS 2026 有 57 篇通用机器学习 · evaluation论文，上一届是 124 篇。
ICLR 2026 有多少篇通用机器学习 · evaluation论文？
ICLR 2026 有 19 篇通用机器学习 · evaluation论文，上一届是 19 篇。
ICML 2026 有多少篇通用机器学习 · evaluation论文？
ICML 2026 有 148 篇通用机器学习 · evaluation论文，上一届是 58 篇。
CVPR 2026 有多少篇通用机器学习 · evaluation论文？
CVPR 2026 有 6 篇通用机器学习 · evaluation论文，上一届是 7 篇。
哪个会议的通用机器学习 · evaluation论文最多？
NeurIPS，2023–2026 年共 270 篇。

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