PAPER EVIDENCE RANKING

论文证据排行榜

基于PaperMiner证据链动态评分。缺失证据保持未知，不等同于零分；不同任务论文不宜只凭总分直接比较。

综合侧重 科研价值 工程落地 综合影响
单项维度 可信度 可复现性 实验充分度 创新性 工程价值 影响力
评分版本：paper-evidence-v3 最低证据覆盖率：35%
排名 论文 得分 主要署名单位 任务 / 年份 覆盖率
1 Bradley-Terry Rankings for Recommender Systems Across Dataset Taxonomies 58.4 HSE University AI应用 · 2026 100%
2 Cost-Efective Repository Exploration for Agentic Issue Localization 58.4 ITMO University Agent · 2026 100%
3 Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank 58.4 Stanford University 模型架构 100%
4 OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation 58.4 浙江大学；曼彻斯特大学；爱丁堡大学；蚂蚁集团 图像生成 · 2026 100%
5 Visual Indicators to Increase the Detection of Linguistic Media Bias 58.4 University of Konstanz, University of Göttingen, National Institute of Informatics (JAPAN), Shanghai Academy of AI for Science (SAIS) (部分作者) AI应用 · 2026 100%
6 Liberals are less willing to buy Teslas than other electric vehicles, moderated by perceptions of Elon Musk 58.4 Nature Communications, University of Colorado Boulder, Vanderbilt University 预测模型 100%
7 System Report for CCL25-Eval Task 5: New Dataset and LoRA-Fine-Tuned Qwen2.5 58.4 The Hangzhou International Innovation Institute Beihang University China 大语言模型 · 2026 100%
8 Measuring local primordial non-Gaussianity from the clustering of DESI DR1 LRGs and QSOs 58.4 Lawrence Berkeley National Laboratory, University of Rochester, Kansas State University 等 预测模型 · 2026 100%
9 Luminosity-Adaptive Contrast Enhancement Using CLAHE for Retinal Fundus Images with Multi-Dataset Validation, Statistical Analysis, and Comparative Benchmarking 58.4 Independent Researcher, Department of Information and Computer Engineering, Scottsdale, AZ, USA; Seidenberg School of Computer Science and Information Systems, Pace University, New York City, NY, USA 图像增强 · 2026 100%
10 Privacy Attacks on Stable Marriage 58.4 University of Liechtenstein, TU Berlin, Weizenbaum Institute AI应用 · 2026 100%
11 Atmospheric Reconnaissance of TRAPPIST-1 f with JWST NIRISS SOSS: No Evidence for the Transit Light Source Efect 58.4 Institut Trottier de recherche sur les exoplanètes, Université de Montréal, Canada AI科研 · 2026 100%
12 ICASSP 2026 URGENT SPEECH ENHANCEMENT CHALLENGE 58.4 上海交通大学, 布伦瑞克工业大学, 早稻田大学, 卡内基梅隆大学, Meta 综述 · 2026 100%
13 Decoding the Sequence Determinants of Locus-Specific DNA Methylation Across Human Tissues 58.2 Shandong University, Chinese Academy of Sciences, Macao Polytechnic University, University of Electronic Science and Technology of China, Tianjin University AI科研 100%
14 Unsupervised Anomaly Detection in Brain MRI via Disentangled Anatomy Learning⋆ 58.2 School of Automation and Intelligent Sensing, Shanghai Jiao Tong University, Shanghai, China; School of Computer Science, The University of Sydney, Sydney, Australia; Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China; Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Biomedical Engineering Department, Tulane University, New Orleans, USA. AI医疗 · 2025 100%
15 Highly accurate protein structure prediction for the human proteome 58.2 DeepMind, European Bioinformatics Institute (EMBL-EBI) AI科研 100%
16 LitBench: A Graph-Centric Large Language Model Benchmarking Tool For Literature Tasks 58.2 Yale University 数据集 · 2026 100%
17 The limits of fair medical imaging AI in real-world generalization 58.2 Massachusetts Institute of Technology, Emory University, Stanford University AI医疗 100%
18 Building Low-Altitude Communication Networks: A Digital Twin-Based Optimization Framework 58.2 中国电子科技大学深圳高等研究院，香港中文大学（深圳），香港科技大学，中国移动通信集团广东有限公司深圳分公司，香港中文大学 AI应用 · 2026 100%
19 Flow cytometry with event-based vision and spiking neuromorphic hardware 58.2 University of Groningen, Ghent University - imec 类脑计算 100%
20 Beyond Fine-Tuning: Robust Food Entity Linking under Ontology Drift with FoodOntoRAG 58.2 Jožef Stefan International Postgraduate School, Jožef Stefan Institute, Ljubljana, Slovenia NLP · 2026 100%
21 DALD-PCAC: Density-Adaptive Learning Descriptor for Point Cloud Lossless Attribute Compression 58.2 City University of Hong Kong, Hong Kong SAR, China; Peking University Shenzhen Graduate School, China; University of Missouri-Kansas City, USA; Tencent Media Laboratory, USA 3D渲染 · 2026 100%
22 Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art 58.2 Immersive Media Design University of Maryland College Park, Center for the Study of the Force Majeure University of California, Santa Cruz, Virtual Planet Technologies Agent · 2025 100%
23 StyleDoctor: Towards Specialist Reward Model for Style-centric Generation Tasks 58.2 Mohamed bin Zayed University of Artificial Intelligence, MMLab, The Chinese University of Hong Kong 图像生成 100%
24 C2|Q⟩: A Robust Framework for Bridging Classical and Quantum Software Development — RCR Report 58.2 M3S Research Group, SEIS Unit, University of Oulu, Finland; Nano and Molecular Systems Research Unit, University of Oulu, Finland; School of Computer Science, Wuhan University, China; Software Engineering Department, Lappeenranta-Lahti University of Technology, Finland; Department of Computer Science, Aalto University, Finland 量子计算AI · 2026 100%
25 Multivalent ion binding site identification with structure-based deep learning 58.2 Constructor University Bremen gGmbH, Constructor Labs AI科研 100%
26 Multi-modal learning with incomplete data 58.2 University of Oslo 多模态 100%
27 LEIQ-Assessor: Multi-dimensional Quality Assessment of Low-light Enhanced Images via Multi-task Learning 58.2 East China Normal University, Shanghai Jiao Tong University AI应用 · 2026 100%
28 MeViS: A Multi-Modal Dataset for Referring Motion Expression Video Segmentation 58.2 上海科学智能研究院， 南洋理工大学， 复旦大学 数据集 · 2025 100%
29 Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents 58.2 Southern University of Science and Technology, Ant Group Agent · 2026 100%
30 Towards Expressive and Faithful Audio-to-Image Generation: A Unified Multimodal Dataset and Synthesis Framework 58.2 University of Science and Technology of China, Institute of Artificial Intelligence, China Telecom (TeleAI), Northwest Polytechnical University 数据集 · 2026 100%
31 FilDeep: Learning Large Deformations of Elastic-Plastic Solids with Multi-Fidelity Data 58.2 Peking University, Fuyao Group, University of Southampton AI应用 · 2026 100%
32 RealHD: A High-Quality Dataset for Robust Detection of State-of-the-Art AI-Generated Images 58.2 Zhejiang University of Technology, Intel Corporation 数据集 · 2026 100%
33 Feature Slice Matching for Precise Bug Detection 58.2 Renmin University of China, Institute of Software, Chinese Academy of Sciences, University of Trento 软件安全 · 2025 100%
34 Post-Earthquake Restoration of Electricity-Gas Distribution Systems with Damage Information Collection and Repair Vehicle Routing 58.2 Tsinghua University, Beijing Jiaotong University, State Grid Shanghai Municipal Electric Power Company AI应用 · 2026 100%
35 NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results 58.2 Lomonosov Moscow State University, MSU Institute for Artificial Intelligence, AIRI, Innopolis University, University of Würzburg, Tencent, Alibaba Group, Beihang University, Longyuan (Beijing) New Energy Engineering Technology Co., Ltd., China Telecom Digital Intelligence Technology Co., Ltd., Key Laboratory of Optical Astronomy, National Astronomical Observatories, Chinese Academy of Sciences, University of Science and Technology of China, ByteDance Inc, Texas A&M University, The Hong Kong Polytechnic University, Northeastern University 视频增强 · 2025 100%
36 Hand Held Multi-Object Tracking Dataset in American Football 58.2 Keio University 数据集 · 2025 100%
37 What Does It Take to Detect an AI Agent? Minimal Feature Sets for Behavioral Detection under Browser Automation 58.2 Technical University of Munich, Kontext Agent · 2026 100%
38 Preventing Shortcut Learning in Medical Image Analysis through Intermediate Layer Knowledge Distillation from Specialist Teachers 58.2 Canon Medical Research Europe, Edinburgh, EH6 5NP, UK; School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK AI医疗 · 2025 100%
39 Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report 58.2 ETH Zurich, Synaptics Europe, Synaptics HQ, Aselsan Corporation, Nanjing University, Huawei Technologies Co., Ltd, Netease Games AI Lab, The Hong Kong Polytechnic University, Minjiang University 未分类 100%
40 RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge Report 58.2 University of Wurzburg, Sony AI, Tongji University, Unisoc, Harbin Institute of Technology, Tsinghua University, Ulsan National Institute of Science and Technology, Hefei University of Technology, University of Macau, Xidian University, Northeastern University, Tianjin University, Chang’an University 图像恢复 · 2025 100%
41 Multimodal Medical Disease Classification with LLaMA II 58.2 Institute of Biomedical Image Analysis UMIT TIROL – Private University for Health Sciences and Health Technology, VASCage – Centre on Clinical Stroke Research Innsbruck AI医疗 · 2024 100%
42 Analyzing GitHub Issues and Pull Requests in nf-core Pipelines: Insights into nf-core Pipeline Repositories 58.2 University of Saskatchewan AI科研 · 2026 100%
43 Adaptive Financial Sentiment Analysis for NIFTY 50 via Instruction-Tuned LLMs , RAG and Reinforcement Learning Approaches 58.2 National Institute of Technology Karnataka, Gayatri Vidya Parishad College of Engineering AI金融 · 2025 100%
44 Embodied Referring Expression Comprehension in Human-Robot Interaction 58.2 ‡University of Virginia, •Stanford University, †University of Dhaka, §Amazon GenAI 机器人 · 2025 100%
45 PI2I: A Personalized Item-Based Collaborative Filtering Retrieval Framework 58.2 Alibaba Group, Zhejiang University AI应用 · 2026 100%
46 Event Anonymization: Privacy-preserving Person Re-Identification and Pose Estimation in Event-based Vision 58.2 Pattern Analysis & Computer Vision (PAVIS), Istituto Italino di Tecnologia, Italy (IIT), 16152 Genova, Italy; Universita degli Studi di Genova, 16145 Genova, Italy 隐私保护 100%
47 Is More Context Always Better? Examining LLM Reasoning Capability for Time Interval Prediction 58.2 Walmart Global Tech 大语言模型 · 2026 100%
48 Can generative AI figure out figurative language? The influence of idioms on essay scoring by ChatGPT, Gemini, and Deepseek 58.2 Middle East Technical University, Turkey AI应用 · 2025 100%
49 DEAR: Dataset for Evaluating the Aesthetics of Rendering 58.2 Color Reproduction and Synthesis Institute, Moscow Independent Research Institute of Artificial Intelligence, Gideon Brothers, University of Milano-Bicocca, Michael Freeman Photography 数据集 · 2025 100%
50 Non-Topological Edge-Localized Yu-Shiba-Rusinov States in $\mathbf{CrBr_{3}}7\mathbf{NbSe_{2}}$ Heterostructures 58.2 Debye Institute for Nanomaterials Science, Utrecht University, The Netherlands 未分类 · 2025 100%

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