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 Unsupervised Anomaly Detection in Brain MRI via Disentangled Anatomy Learning⋆ 64.84 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%
2 Highly accurate protein structure prediction for the human proteome 64.84 DeepMind, European Bioinformatics Institute (EMBL-EBI) AI科研 100%
3 LitBench: A Graph-Centric Large Language Model Benchmarking Tool For Literature Tasks 64.84 Yale University 数据集 · 2026 100%
4 Flow cytometry with event-based vision and spiking neuromorphic hardware 64.84 University of Groningen, Ghent University - imec 类脑计算 100%
5 Beyond Fine-Tuning: Robust Food Entity Linking under Ontology Drift with FoodOntoRAG 64.84 Jožef Stefan International Postgraduate School, Jožef Stefan Institute, Ljubljana, Slovenia NLP · 2026 100%
6 DALD-PCAC: Density-Adaptive Learning Descriptor for Point Cloud Lossless Attribute Compression 64.84 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%
7 C2|Q⟩: A Robust Framework for Bridging Classical and Quantum Software Development — RCR Report 64.84 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%
8 MeViS: A Multi-Modal Dataset for Referring Motion Expression Video Segmentation 64.84 上海科学智能研究院， 南洋理工大学， 复旦大学 数据集 · 2025 100%
9 Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents 64.84 Southern University of Science and Technology, Ant Group Agent · 2026 100%
10 FilDeep: Learning Large Deformations of Elastic-Plastic Solids with Multi-Fidelity Data 64.84 Peking University, Fuyao Group, University of Southampton AI应用 · 2026 100%
11 RealHD: A High-Quality Dataset for Robust Detection of State-of-the-Art AI-Generated Images 64.84 Zhejiang University of Technology, Intel Corporation 数据集 · 2026 100%
12 Feature Slice Matching for Precise Bug Detection 64.84 Renmin University of China, Institute of Software, Chinese Academy of Sciences, University of Trento 软件安全 · 2025 100%
13 Post-Earthquake Restoration of Electricity-Gas Distribution Systems with Damage Information Collection and Repair Vehicle Routing 64.84 Tsinghua University, Beijing Jiaotong University, State Grid Shanghai Municipal Electric Power Company AI应用 · 2026 100%
14 From Zero to Detail: A Progressive Spectral Decoupling Paradigm for UHD Image Restoration with New Benchmark 64.84 IEEE Member, Fellow, IEEE, † 图像恢复 · 2026 100%
15 Real-time Streaming Video Denoising with Bidirectional Buffers 64.84 HKUST 视频去噪 100%
16 MM-DETR: An Efficient Multimodal Detection Transformer with Mamba-Driven Dual-Granularity Fusion and Frequency-Aware Modality Adapters 64.84 School of Information and Electronics, Beijing Institute of Technology; Beijing Institute of Technology Chongqing Innovation Center; National Key Laboratory for Space-Born Intelligent Information Processing; School of Automation, Beijing Institute of Technology 目标检测 · 2025 100%
17 High-resolution Photo Enhancement in Real-time: A Laplacian Pyramid Network 64.84 Huazhong University of Science and Technology, DJI, The Hong Kong Polytechnic University 未分类 · 2025 100%
18 RAGExplorer: A Visual Analytics System for the Comparative Diagnosis of RAG Systems 64.84 浙江大学，上海科学智能研究院 大语言模型 · 2026 100%
19 Factorized Learning for Temporally Grounded Video-Language Models 64.84 National University of Singapore 大视觉语言模型 100%
20 DRNet: All-in-One Image Restoration via Prior-Guided Dynamic Reparameterization 64.84 University of Electronic Science and Technology of China 图像恢复 · 2026 100%
21 Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis 64.84 Research Institute of Trustworthy Autonomous Systems, Southern University of Science and Technology, China; Ant Group, China Agent · 2026 100%
22 Neural Texture Splatting: Expressive 3D Gaussian Splatting for View Synthesis, Geometry, and Dynamic Reconstruction 64.84 ETH Zurich, Switzerland 3D渲染 · 2025 100%
23 Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement 64.84 Nanjing University, Southeast University, Wuhan University 未分类 · 2025 100%
24 Magnetic control of tokamak plasmas through deep reinforcement learning 64.84 DeepMind, Swiss Plasma Center (EPFL) 强化学习 100%
25 Improving Representation of High-Frequency Components for Medical Visual Foundation Models 64.84 King Abdullah University of Science and Technology (KAUST), Ningbo Institute of Information Technology Application, Chinese Academy of Sciences (CAS) AI医疗 100%
26 Relit-LiVE: Relight Video by Jointly Learning Environment Video 64.84 Nanjing University, China; BAAI, China; Tsinghua University, China; The Hong Kong University of Science and Technology, China; University of Chinese Academy of Sciences, China; Huazhong University of Science and Technology, China; The Chinese University of Hong Kong, Shenzhen, China 视频生成 · 2026 100%
27 Degradation-Aware Adaptive Context Gating for Unified Image Restoration 64.84 Southwest Jiaotong University, Institute for Infocomm Research (Singapore), Jiangxi University of Finance and Economics 图像恢复 · 2026 100%
28 DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart Industries 64.84 School of Information Technology, Deakin University, Australia 未分类 · 2025 100%
29 Generative Video Matting 64.84 The University of Adelaide, Australia; Zhejiang University, China; Alibaba Group, China; Zhejiang University of Technology 未分类 · 2025 100%
30 Ensembling LLM-Induced Decision Trees for Explainable and Robust Error Detection 64.84 UNSW Sydney, Data61, CSIRO 大语言模型 · 2025 100%
31 NeurIDA: Dynamic Modeling for Effective In-Database Analytics 64.84 National University of Singapore, Zhejiang University, Duke University AI应用 · 2025 100%
32 MoGen: A Unified Collaborative Framework for Controllable Multi-Object Image Generation 64.84 Macao Polytechnic University, Shanghai Jiao Tong University, Sichuan University, Michigan State University 图像生成 · 2026 100%
33 Inferring Latent Market Forces: Evaluating LLM Detection of Gamma Exposure Patterns via Obfuscation Testing 64.84 Kennesaw State University AI金融 · 2025 100%
34 VariViT: A Vision Transformer for Variable Image Sizes 64.84 Technical University of Munich, University of Zurich, Harvard Medical School AI医疗 · 2026 100%
35 Pade Neurons for Efficient Neural Models 64.84 Koc University, Istanbul, Turkey 模型架构 · 2026 100%
36 Fingerprinting AI Coding Agents on GitHub 64.84 Trent University Agent · 2026 100%
37 Acting Flatterers via LLMs Sycophancy: Combating Clickbait with LLMs Opposing-Stance Reasoning 64.84 Yangzhou University, Auburn University, University of South Dakota 大语言模型 · 2026 100%
38 CLAD: Efficient Log Anomaly Detection Directly on Compressed Representations 64.84 Guangzhou University AI应用 · 2026 100%
39 Designing Multi-Robot Ground Video Sensemaking with Public Safety Professionals 64.84 George Mason University, Virginia Tech, University of Maryland 机器人 · 2026 100%
40 NTIRE 2026 Challenge on Bitstream-Corrupted Video Restoration: Methods and Results 64.84 MGTV, Fudan University, Xi’an Jiaotong University, Harbin Institute of Technology, Indian Institute of Technology Jammu, National University of Singapore, Shanghai Jiao Tong University, Xidian University, University of Illinois Urbana-Champaign, 等 视频增强 · 2026 100%
41 PSQE: A Theoretical-Practical Approach to Pseudo Seed Quality Enhancement for Unsupervised Multimodal Entity Alignment 64.84 Hefei University of Technology, College of William and Mary, Southwest University 多模态 · 2026 100%
42 Non-Contrast CT Esophageal Varices Grading through Clinical Prior-Enhanced Multi-Organ Analysis 64.84 Department of Radiology, Shengjing Hospital of China Medical University; DAMO Academy, Alibaba Group; School of Biomedical Engineering, Tsinghua University; Faculty of Science and Engineering, Sorbonne University; Hupan Lab AI医疗 · 2025 100%
43 OSGNet $@$ Ego4D Episodic Memory Challenge 2025 64.84 1Harbin Institute of Technology (Shenzhen) 2Pengcheng Laboratory 3Shandong Jianzhu University 未分类 · 2025 100%
44 PRIVATEEDIT: A Privacy-Preserving Pipeline for Face-Centric Generative Image Editing 64.84 Purdue University, University of Michigan 图像生成 · 2026 100%
45 Enhancing Weakly Supervised Multimodal Video Anomaly Detection through Text Guidance 64.84 Hangzhou Dianzi University, Alibaba Cloud, Zhejiang University 多模态 · 2026 100%
46 AIM 2025 challenge on Inverse Tone Mapping Report: Methods and Results 64.84 Max-Planck-Institut für Informatik (MPI), Germany; Peng Cheng Laboratory, China; ISTI-CNR, Italy; University of Pisa, Italy; University of Trento, Italy; Computer Vision Lab, University of Würzburg, Germany; University of Science and Technology of China; Linköping University, Sweden; Nanjing University of Science and Technology, China; University of Electronic Science and Technology of China (UESTC), China; Deep In Sight Co., South Korea 图像增强 · 2025 100%
47 Towards Real-time Video Compressive Sensing on Mobile Devices 64.84 Zhejiang University, Westlake University, University of Electronic Science and Technology of China 图像恢复 100%
48 Colorful-Noise: Training-Free Low-Frequency Noise Manipulation for Color-Based Conditional Image Generation 64.84 Reichman University 图像生成 · 2026 100%
49 Overview of the Versatile Video Coding (VVC) Standard and Its Applications 64.84 Fraunhofer Institute for Telecommunications–Heinrich Hertz Institute, Bytedance Inc., Alibaba Group U.S., Tencent, Qualcomm Technologies, Inc., Microsoft Corporation, RWTH Aachen University 视频编码 100%
50 The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report 64.84 University of Pisa, University of Trento, Tsinghua University, INSAIT, Sofia University, Computer Vision Lab, University of Wurzburg, ETH Zurich, Shanghai Jiao Tong University, Transsion, Xiaomi Inc., School of Integrated Circuits, Tsinghua University, Cornell University, Hanhai Information Technology (Shanghai) Co., Ltd., Huatai Insurance Group Co., Ltd., Tencent, ByteDance, Nanjing University of Science and Technology, Xi’an University of Posts and Telecommunications, Beijing Honor Device Co.,Ltd., State Key Laboratory of Integrated Chip & System, Fudan University, Dalian University of Technology, Samsung Research China - Beijing (SRC-B), University of Rochester, Ant Group, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen International Graduate School, Tsinghua University, Korea Electronics Technology Institute (KETI), Northeastern University, Texas A&M University, The Hong Kong Polytechnic University, BOE, AIOT CTO, Jinan University, Hefei University of Technology, University of Macau, Yanshan University, MegastudyEdu Vision AI, Anhui University of Technology, AiM Future Inc., University of Bristol, University of Electronic Science and Technology of China, Chengdu University of Information Technology, Guangxi China Tobacco Industry Corporation Limited, Guangxi University, National University of Singapore, University of Science and Technology of China, Amity University Punjab, Mohamed Bin Zayed University of Artificial Intelligence, Indian Institute of Technology Mandi, UPES Dehradun, Government Engineering College Ajmer, Indian Institute of Technology Guwahati, Indian Institute of Technology Ropar, Trinity College Dublin, National Taiwan University, University of Washington, Nanjing University, Cyberspace Research Institute of Shahid Beheshti University of Iran, Cidaut AI, Spain, University of Wurzburg, Germany, Department of Informatics Systems and Communication, University of Milano-Bicocca 图像增强 · 2025 100%

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