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23 papers in the last four weeks, up 92% on the four weeks before. 0.3% of all new papers.

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  1. Verify Claims, Not Scores: Evidence-Based Verification of Modular Agents

    Oct 1, 2026Ali Atiah AlzahraniAgentic EvaluationsModel Auditing

  2. VIEScore2: Unified Image Evaluation with Spatially Grounded Explanations

    Oct 1, 2026Xianda Du, Max Ku, Weiming Ren +5Multi-Image Editing BenchmarksSynthetic Image Detection

    University of Waterloo · National Taiwan University · Nanyang Technological University +1

  3. Score the Update, Not the Token: Descent-Aligned Routing for Combinatorial LoRA Experts

    Sep 30, 2026Priya Nair, Lukas Brenner, Maya Lindqvist +5ExpertsMulti--Task Learning

    University of California, Irvine · University of Washington

  4. GA-EIRFS: A Geometry-Augmented Repeat-Factor Sampling Method for Long-Tailed LiDAR 3D Object Detection

    Sep 29, 2026Taufiq Ahmed, Constantino Álvarez Casado, Daniel Herrera Castro +33D Object DetectionObject Detection

    Center for Machine Vision and Signal Analysis (CMVS), University of Oulu, Finland · University of Jyväskylä, Jyväskylä, Finland

  5. Think Before You Score: Thinking Reward Model for Visual Generation

    Sep 29, 2026Xuehai Bai, Zhenchen Tang, Yang Shi +9Progress Reward ModelingVisual Generation

    HDU · SenseTime · CASIA +5

  6. From Scores to Samples: Elastic Forcing for Autoregressive Video Generation

    Sep 28, 2026Chi Zhang, Yueyi Liu, Shi Haoyang +5Autoregressive Video GenerationDistribution Matching Distillation

    College of AI, Tsinghua University · IAIR, Xi’an Jiaotong University · Xianghui Academy, Fudan University +1

  7. When the Score Becomes the Target: Rethinking Metric Validity in Autonomous Driving

    Sep 28, 2026Morui Zhu, Deyuan Qu, Qi Chen +2Autonomous DrivingScoring

    University of North Texas · Toyota InfoTech Labs

  8. Concept Score Relearning: A Unified Cross-Architecture Attack on Concept Erasure

    Sep 27, 2026Hong Xi Tae, Jiaming Zhang, Wenwen He +2Concept ErasureText-To-Image Diffusion Models

    College of Computing and Data Science, Nanyang Technological University, Singapore

  9. Beneath the Scores: Rethinking Hallucination Evaluation for Video Understanding Models

    Sep 24, 2026Shuzhi Gong, Fengze Sun, Yuansan LiuCitation HallucinationHallucination Detection

    The University of Melbourne

  10. Same Scores, Different Decisions: Evaluating JEV and Language Models for Legal Document Understanding

    Sep 23, 2026Fan Zhang, Yankai Chen, Zhuohan Xie +11ContractsLanguage Model Computes

    The University of Tokyo · MBZUAI · McGill University +8

  11. Optimizing the Score, Losing Sight of the Task: Reward Hacking Across Weights, Selection, and Prompts

    Sep 22, 2026Vansh WahiDestination-Only ScoringScores

  12. Auditing Proxy-Based Validation Across Text Spans

    Sep 22, 2026Daein Weon, Dong Ho KangValidationScores

    Kookmin University · UStechlab

  13. Score Centering Stabilizes Off-policy Reinforcement Learning

    Sep 17, 2026Martin Marek, Max RyabininTraining-Inference MismatchScores

    Together AI

  14. Can Vision-Language Models Judge Olympic Diving? From Reasoning to Scores in Zero-Shot Action Quality Assessment

    Sep 16, 2026Henry O. Velesaca, David Freire-Obregon, Luigi Miranda +1AthleticismOpen-Vocabulary Action Recognition

    ESPOL Polytechnic University, Campus Gustavo Galindo, Guayaquil, Ecuador · Software Engineering Department, Research Center for Information and Communication Technologies (CITIC-UGR), University of Granada, 18071, Granada, Spain · SIANI, Universidad de Las Palmas de Gran Canaria, Spain +1

  15. I code or AI code: A comparative evaluation of AI-rated scores in classroom observations

    Sep 16, 2026Y. Fong, J. Xiang, T. Y. D. Chan +2ClassroomsComputerized Adaptive Testing

    Department of Early Childhood Education, The Education University of Hong Kong, 10 Lo Ping Road, Tai Po, Hong Kong SAR, China · Yew Chung College of Early Childhood Education, 2 Tin Wan Hill Road, Tin Wan, Hong Kong SAR, China

  16. Four Ledgers, Not One Score: Responsible Communication of LLM-Judge Calibration in Biomedical ML

    Sep 14, 2026Sidi Chang, Peiying ZhuLlm-As-A-JudgeModel Auditing

    Blossom AI San Francisco, CA, USA

  17. Split Conformal Prediction with Label-Shift-Adjusted Bayesian Scores

    Sep 14, 2026Hyeonsu Lee, Juyeon Kim, Erkhembayar Jadamba +2Nonconformity ScoresOnline Conformal Prediction

    MOGAM Institute for Biomedical Research, Korea · CROID Research and aSSIST University, Korea

  18. Generalized Score Matching for Parameter Estimation on Convex Domains

    Sep 11, 2026Nishanth Shetty, Saisuchith Mahajan, Chandra Sekhar SeelamantulaMaximum LikelihoodUncertainty Score

    Department of Electrical Engineering Indian Institute of Science, Bengaluru 560012

  19. Scored vs. Generated Readouts in Behavioral Language Models: An Empirical Study of Elicitation Format

    Sep 9, 2026Touchapon Kraisingkorn, Krittin Pachtrachai, Wachiravit ModecruaFree-Form Textual RationalesReadout

    Amity Research and Application Center (ARAC), Amity Group

  20. From Scores to Evidence: Auditable Decisions Can Improve Speech Deepfake Detection

    Sep 8, 2026Mengzhe Geng, Yujia Lu, Manuela Kunz +1SpeakerDestination-Only Scoring

    National Research Council Canada · The Chinese University of Hong Kong

  21. API Benchmark Scores Do Not Reliably Transfer to Chatbot Interfaces

    Sep 8, 2026Jennifer Wang, Joachim Baumann, Daniel E. Ho +1Application Programming InterfacesScores

    Stanford University

  22. zScore-N: A Neural Network for On-Chain Wallet Reputation Scoring

    Sep 8, 2026Girish G N, Ashutosh Sahoo, Akshay SP +2ReputationScores

    Zeru AI

  23. Scoring Without the Engine: Validating a Deterministic, Manipulation-Resistant Content Score for Generative Engines, End to End

    Sep 7, 2026Elisha Bajemon, Andre-Louis RochetAdversarial EvaluationTamper Localization

    TW3 Partners (Citead)

  24. Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents

    Sep 7, 2026Jingjie Ning, Shanshan Zhong, Xiaochuan Li +1Model AuditingArtificial Intelligence Research

    School of Computer Science, Carnegie Mellon University

  25. SHELF: A Synthetic Harness for Multi-Task Bibliographic Benchmarking

    Sep 2, 2026Michael J. BommaritoLarge Language Model EvaluationTerm Frequency-Inverse Document Frequency

    Portions of this work were prepared with assistance from large language models. The author is solely responsible for all content, including any errors or omissions.

  26. Sparse Readout Prism: Explaining Logit-Lens Scores in Features Instead of Tokens

    Sep 1, 2026Matteo He, William F. Shen, Xinchi Qiu +1ReadoutLogit Lens

    Department of Computer Science and Technology, University of Cambridge

  27. Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization Evaluation

    Sep 1, 2026Himil Vasava, Ming JiangLlm-As-A-JudgeSummarization

    University of Wisconsin-Madison

  28. Disclosure-Gated User Simulation for Companion-Agent Evaluation

    Sep 1, 2026Yao Liu, Yu HeUser SimulationAgentic Benchmarks

  29. Verdict Instability of OOD Scores under Reference Resampling

    Sep 1, 2026Donghoon Lee, Shinjin KangVerdictScores

    Hongik University

  30. Can LLMs Take the Pulse of the Economy? A Real-Time Evaluation of LLM Nowcasts on Macroeconomic Indicators

    Aug 31, 2026Xinyue Zhao, Ruiyi Zhang, Liqin Ye +3Large Language Model ForecastingLarge Language Model Evaluation

    Georgia Institute of Technology · University of California San Diego

  31. Check The Scoreboard: An Analysis of Scoring Schemes on Multiple-Choice Evaluation

    Aug 30, 2026Nishant Balepur, Paiheng Xu, Wei Ai +3Multiple-Choice QuestionsScoring

    University of Maryland · New York University · Nanyang Technological University

  32. QuoteBench: How Matched Scores Can Hide Command-Path Failures

    Aug 13, 2026Shangao Li, Yao Zhang, Volker Tresp +1ScoresFinance Benchmarks

    1Stony Brook University · 2LMU Munich · 3Munich Center for Machine Learning

  33. Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development

    Aug 13, 2026Yiwei Li, Wanli Yang, Hexiang Tan +10Long-Horizon AgentsAutonomous Agents

    1Meituan · University of Chinese Academy of Sciences

  34. CAS: A Causal Attribution Score for Local and Global Explainable Artificial Intelligence

    Aug 12, 2026Michael Georgiades, Charalambia VarnavaShapley Additive ExplanationsShapley Value

    Department of Computer Science Neapolis University Pafos Cyprus · CaSToRC The Cyprus Institute Nicosia, Cyprus

  35. LookBack: Where and How to Score LVLM Responses via Visual Reference Usage

    Aug 12, 2026Beomsik Cho, Jinhyeong Kim, Dongseok Lee +1Citation HallucinationResponses

    Yonsei University

  36. Actions Speak Louder than Words: Measuring Cross-Lingual Policy Retention in Tool-Using Agents

    Aug 11, 2026Sourabrata Mukherjee, Kalika Bali, Sunayana SitaramMultilingual AgentsConstrained Decoding

    Microsoft Research India

  37. TrustRoboReward: Preference-Ordered Isotonic Score Editing for Multi-Paradigm Robot Reward Models

    Aug 9, 2026Yidong Wang, Yan Zhan, Ziteng Feng +16Progress Reward ModelingReward Functions

    Peking University · University of Science and Technology of China · Southeast University +6

  38. Support Selection Beyond Smooth DAG Exactness: Completion Geometry,Score Margins, and Selective Certificates

    Aug 8, 2026Rui Wu, Zongyuan Chen, Hong XieDirected Acyclic GraphCertificates

    School of Computer Science and Engineering, University of Science and Technology of China

  39. From Non-Convex Self-Concordant Regularization to Scalable Quasi-Newton Training of PINNs

    Aug 4, 2026Chenhao Si, Kang An, Shiqian Ma +1Parametric Physics-Informed Neural NetworkNewton

    School of Data Science, The Chinese University of Hong Kong, Shenzhen, 2001 Longxiang Road, Longgang District, Shenzhen, 518172, Guangdong, China · Department of Computational Applied Mathematics and Operations Research, Rice University, 6100 Main Street, MS 134, Houston, 77005-1827, Texas, USA · Data Science and AI Institute, and Department of Applied Mathematics and Statistics, Johns Hopkins University, 3400 N. Charles Street, Baltimore, 21218, Maryland, USA

  40. MMLongBench-Doc-V2: A Corrected-Annotation, Semantics-Aware Revision of MMLongBench-Doc

    Aug 4, 2026Mingtian ZhangQuestion-Answering BenchmarksScores

    PageIndex

  41. Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores

    Aug 4, 2026Zeyu Zhang, Bradly C. StadieMemorizationValidation

    Department of Statistics and Data Science Northwestern University

  42. ScoreField: Neural Inverse Scattering with Score-Based Generative Priors

    Aug 3, 2026Wenhan Guo, Yuan Gao, Yu SunBayesian Inverse ProblemsNeural Fields

    Hopkins Computational Imaging Group · Johns Hopkins University

  43. ScoreShield: Differentially Private Release of Similarity Scores

    Jul 27, 2026Behrooz Razeghi, Parsa RahimiΔ)$-Differential PrivacyMembership Inference Attacks

    School of Engineering and Applied Sciences, Harvard University · School of Engineering, École Polytechnique Fédérale de Lausanne (EPFL)

  44. From Score Approximation to Distribution Approximation in Score-Based Diffusion Models

    Jul 24, 2026Lan V. TruongScore-Based Diffusion ModelDiffusion Models

    Faculty of Computer Science and Engineering · Ho Chi Minh City University of Technology (HCMUT) · Vietnam National University Ho Chi Minh City (VNU-HCM), Vietnam

  45. Generative Video Compression with Adaptive Score Distillation

    Jul 24, 2026Naifu Xue, Zhaoyang Jia, Haosen Li +7Video CompressionData Compression Methods

    Communication University of China, Beijing, China · Microsoft Research Asia · University of Science and Technology of China, Hefei, China +1

  46. Interventional Score Geometry for Causal Inference

    Jul 24, 2026Mojtaba EslamiCausal InferencesScores

    Post-doctoral Researcher, University of Calgary.

  47. CODA: Cascaded Online Discontinuity-Aware Alignment for Real-Time Image-Based Score Following

    Jul 24, 2026Yining Yang, Ruogu Chen, Jie HanScoresReal-Time Systems

    Don Wright Faculty of Music, Western University, Canada · Department of Electrical and Computer Engineering, University of Alberta, Canada

  48. Mean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score Entropy

    Jul 23, 2026Jingyuan Li, Xiaoyi Jiang, Yixuan Jiang +4Score-Based Diffusion ModelUncertainty Score

    Tsinghua University · Beijing Institute of Mathematical Sciences and Applications · Wuhan University +1

  49. From a Word-Level Dictionary to Sentence-Level Semantics: Multilingual Grievance Labelling with Contextual Models

    Jul 23, 2026Lin Tian, Marian-Andrei RizoiuLinguisticsMultilingual

    Behavioral Data Science University of Technology Sydney Sydney, Australia

  50. The Tractability Landscape of Sampling with Inexact Scores

    Jul 21, 2026Anming Gu, Kevin Tian, Hubert Yang +1Optimal Sample ComplexityIndependent-Pool Single-Draw Oracle

    University of Texas at Austin

  51. Dense-Sparse Dynamic Time Warping for Customizing Piano Concerto Accompaniments

    Jul 20, 2026TJ Tsai, Kavi Dey, Yigitcan Ozer +1AccompanimentInstrument

    Harvey Mudd College · Claremont, CA USA · International Audio Laboratories +1

  52. Autoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation Data

    Jul 20, 2026Nursultan Askarbekuly, Mohamad Al Mdfaa, Ahmed Helaly +2Coding AgentsReasoning Skills

    Innopolis University, Innopolis, Republic of Tatarstan, Russia · Skolkovo Institute of Science and Technology, Moscow, Russia

  53. Is One Score Enough? Assessing Singing Quality of Songs with Temporal Score Curves

    Jul 18, 2026Yishan Lv, Jing Luo, Xinyu Yang +1Scores

    Xi’an Jiaotong University, Xi’an, China · The Chinese University of Hong Kong, Shenzhen, China

  54. What Does Your Short-Answer VQA Score Actually Measure? Evaluator-Dependent Instability in Multimodal Short-Answer Benchmarks

    Jul 11, 2026Guanhua Ye, Niu Jingbin, Yan Li +4Multiple-Choice Visual Question AnsweringAnswer

    Beijing University of Posts and Telecommunications Beijing, China

  55. Bayesian Experimental Design via Score Matching

    Jul 9, 2026Angus Phillips, Gavin Kerrigan, Tom RainforthBayesian Experimental DesignBayesian Neural Networks

    Department of Statistics, University of Oxford

  56. A Large-Scale Sparse Multiobjective Optimization Algorithm Based on Optimal Performance Scores

    Jul 6, 2026Jia-Lin Mai, Min-Rong Chen, Guo-Qiang Zeng +2Multi-Objective OptimizationScores

    School of Computer Science, South China Normal University, Guangzhou, 510631, China · National-local Joint Engineering Laboratory for Digitalize Eletrical Design Technology, Wenzhou University, Wenzhou, 325035, China · Institute of Science and Technology Innovation, Dongguan University of Technology, Dongguan, 523808, China +1

  57. Coresets Before Score Sets: Evaluation-Unsupervised Prompt Subset Selection for LLM Benchmarks

    Jul 2, 2026Jihan Yao, Gantavya Bhatt, Arnav Das +16Large Language Model BenchmarksGeometry-Aware Uncertainty Coresets

    University of Washington, Seattle · 6NVIDIA · 5LMSYS +3

  58. Quantifying the Uncertainty of Blindly Estimated Room Embeddings Using a Dispersion-Calibrated Score

    Jul 1, 2026Yang Xiang, Philipp Götz, Emanuël A. P. Habets +3Discrete Speech RepresentationsUncertainty

    Centre for Vision Speech and Signal Processing, University of Surrey, United Kingdom · International Audio Laboratories Erlangen∗, Erlangen, Germany · Fraunhofer Institute for Integrated Circuits IIS, Erlangen, Germany

  59. Laplace-Fisher Gate Identities for Optimal Matrix-Gated Blended Score Estimation

    Jun 23, 2026Alois Duston, Tan Bui-ThanhUncertainty ScoreBayesian Inverse Problems

    The Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin · The Oden Institute for Computational Engineering and Sciences, and the Department of Aerospace Engineering & Engineering Mechanics, The University of Texas at Austin

  60. Null-Calibrated Conformal Selection via Target-Membership Scores

    Jun 21, 2026Seungjin ChoiNonconformity ScoresConformal Selection

    CROID Research and aSSIST University, Korea