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⋆ 55.69 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 55.69 DeepMind, European Bioinformatics Institute (EMBL-EBI) AI科研 100%
3 Solaris: Building a Multiplayer Video World Model in Minecraft 55.69 New York University 视频生成 · 2026 100%
4 Flow cytometry with event-based vision and spiking neuromorphic hardware 55.69 University of Groningen, Ghent University - imec 类脑计算 100%
5 A Framework for Switchable LLM Alignment via CITA – Contrastive Instruction-Tuned Alignment 55.69 1San José State University, USA 2Google, USA 3Apple, USA 4Pragya Lab, BITS Pilani Goa, India 大语言模型 · 2026 100%
6 Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art 55.69 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%
7 "DIVE" into Hydrogen Storage Materials Discovery with AI Agents 55.69 Advanced Institute for Materials Research (WPI-AIMR), Tohoku University, Sendai 980-8577, Japan; Frontier Research Institute for Interdisciplinary Sciences (FRIS), Tohoku University, Sendai 980-8577, Japan; Department of Materials Engineering, The University of Tokyo, Tokyo 113-8656, Japan; Institute of Fluid Science, Tohoku University, Sendai, 980-8577, Japan; Institute for Materials Research (IMR), Tohoku University, Sendai, 980-8577, Japan Agent · 2025 100%
8 Approaching Low-Cost Cardiac Intelligence with Semi-Supervised Knowledge Distillation 55.69 Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, China; Hong Kong Center for Cerebro-Cardiovascular Health Engineering, Hong Kong Science Park, Hong Kong, China; Hong Kong Institutes of Medical Engineering, Hong Kong, China; Department of Electronic Engineering, Chinese University of Hong Kong, Hong Kong, China; the AICARE Bay Lab,Guangdong Medical University, Dong Guan, China; Department of Electrical and Computer Engineering and School of Biomedical Engineering, McMaster University, Hamilton, ON, Canada; Department of Data Science, City University of Hong Kong, Hong Kong, China AI医疗 · 2025 100%
9 Brain-Grounded Axes for Reading and Steering LLM States 55.69 NYU 大语言模型 · 2025 100%
10 MADD: Multi-Agent Drug Discovery Orchestra 55.69 ITMO University, Saint Petersburg, Russia; Sber AI Lab, Moscow, Russia; D ONE AG, Zurich, Switzerland; HSE University, Moscow, Russia AI医疗 · 2025 100%
11 Analytic Fourier ptychotomography for volumetric refractive index imaging 55.69 Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA; Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA AI医疗 · 2025 100%
12 Trade Execution Flow as the Underlying Source of Market Dynamics 55.69 Lomonosov Moscow State University, Autretech Group, Peter the Great St. Petersburg Polytechnic University, Ioffe Institute AI金融 · 2025 100%
13 Crystal structure prediction with nuclear quantum and finite-temperature effects via deep free energy learning 55.69 Institute of Applied Physics and Computational Mathematics, Artificial Intelligence for Science Institute, Jilin University, Ecole Polytechnique Fédérale de Lausanne (EPFL), Institute of Physics, Chinese Academy of Sciences, Peking University AI科研 · 2026 100%
14 MeViS: A Multi-Modal Dataset for Referring Motion Expression Video Segmentation 55.69 上海科学智能研究院， 南洋理工大学， 复旦大学 数据集 · 2025 100%
15 Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models 55.69 ETH Zurich AI应用 100%
16 RuC: HDL-Agnostic Rule Completion Benchmark Generation 55.69 Barcelona Supercomputing Center, 2Universitat Politecnica de Catalunya 大语言模型 · 2026 100%
17 DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing 55.69 Shanghai Innovation Institute, Fudan University, University of Science and Technology of China, Shanghai Jiao Tong University, Zhejiang University, Westlake University, Nanjing University, University of Southern California 图像生成 · 2026 100%
18 What LLMs Think When You Don’t Tell Them What to Think About? 55.69 1Together AI, $^2$ Stanford University 大语言模型 · 2026 100%
19 LEGALONE: A FAMILY OF FOUNDATION MODELS FOR RELIABLE LEGAL REASONING 55.69 Tsinghua University, Quancheng Laboratory, University of Waterloo, Canada, China University of Political Science and Law, MegaTech.AI Inc 大语言模型 · 2026 100%
20 Policies over Poses: Reinforcement Learning based Distributed Pose-Graph Optimization for Multi-Robot SLAM 55.69 University of Georgia 机器人 · 2025 100%
21 Beyond Screenshots: Evaluating VLMs’ Understanding of UI Animations 55.69 University of Michigan 多模态 · 2026 100%
22 EXP-Bench: Can AI Conduct AI Research Experiments? 55.69 University of Michigan, Rice University, Cisco Research, UC Berkeley AI科研 · 2025 100%
23 Certified Program Synthesis with a Multi-Modal Verifier 55.69 National University of Singapore, Neapolis University Pafos, ETH Zürich 程序合成 · 2026 100%
24 Parameter efficient hybrid spiking-quantum convolutional neural network with surrogate gradient and quantum data-reupload 55.69 Can Tho University, VinUniversity, The University of Aizu 量子计算AI · 2025 100%
25 Score-based diffusion models for accurate crystal-structure inpainting and reconstruction of hydrogen positions 55.69 PSI Center for Scientific Computing, Theory and Data, Paul Scherrer Institute, Switzerland; Dipartimento di Scienze Matematiche,Fisiche e Informatiche, Univesita di Parma, Italy; Dipartimento di Scienze Fisiche, Informatiche e Matematiche, Universita degli Studi di Modena e Reggio Emilia, Italy; Centro S3, Istituto Nanoscienze-CNR, Italy AI科研 · 2026 100%
26 FilDeep: Learning Large Deformations of Elastic-Plastic Solids with Multi-Fidelity Data 55.69 Peking University, Fuyao Group, University of Southampton AI应用 · 2026 100%
27 Post-Earthquake Restoration of Electricity-Gas Distribution Systems with Damage Information Collection and Repair Vehicle Routing 55.69 Tsinghua University, Beijing Jiaotong University, State Grid Shanghai Municipal Electric Power Company AI应用 · 2026 100%
28 Toward Real-world Infrared Image Super-Resolution: A Unified Autoregressive Framework and Benchmark Dataset 55.69 1 School of Computer Science, Northwestern Polytechnical University 2 School of Software Technology & DUT-RU International School of ISE, Dalian University of Technology 3 School of Computer Science, Zhejiang University 4 College of Information Science and Technology, Dalian Maritime University 图像恢复 · 2026 100%
29 Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with a Generalist Foundation Model and Multimodal Database 55.69 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38 AI医疗 · 2025 100%
30 M3S-Net: Multimodal Feature Fusion Network Based on Multi-scale Data for Ultra-short-term PV Power Forecasting 55.69 School of Artificial Intelligence, Hebei University of Technology; University of Southern Queensland; School of Information Engineering, Tianjin University of Commerce; Hebei Province Key Laboratory of Big Data Calculation; Trustworthy and General AI Lab, School of Engineering, Westlake University; Discipline of Business Systems and Operations, School of Business and Law, Edith Cowan University 预测模型 · 2026 100%
31 How Far are Modern Trackers from UAV-Anti-UAV? A Million-Scale Benchmark and New Baseline 55.69 未明确列出单一单位，作者来自多个机构（可能包括中国科学院、上海科学智能研究院等） 目标跟踪 · 2025 100%
32 Addressing Labelled Data Scarcity: Taxonomy-Agnostic Annotation of PII Values in HTTP Traffic using LLMs 55.69 Technische Universitat Berlin 大语言模型 · 2026 100%
33 From Zero to Detail: A Progressive Spectral Decoupling Paradigm for UHD Image Restoration with New Benchmark 55.69 IEEE Member, Fellow, IEEE, † 图像恢复 · 2026 100%
34 Real-time Streaming Video Denoising with Bidirectional Buffers 55.69 HKUST 视频去噪 100%
35 Beyond Visual Fidelity: Benchmarking Super-Resolution Models for Large-Scale Remote Sensing Imagery via Downstream Task Integration 55.69 University of Maryland, USA 数据集 · 2026 100%
36 RadThinking: A Dataset for Longitudinal Clinical Reasoning in Radiology 55.69 Johns Hopkins University, University Hospital Basel, Johns Hopkins School of Medicine AI医疗 · 2026 100%
37 MM-DETR: An Efficient Multimodal Detection Transformer with Mamba-Driven Dual-Granularity Fusion and Frequency-Aware Modality Adapters 55.69 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%
38 Network-based prediction of drug combinations with quantum annealing 55.69 Faculdade de Ciencias (FCUP), Universidade do Porto, Portugal; Institute of Communications and Navigation, German Aerospace Center (DLR), Weßling, Germany; Instituto de Telecomunicacoes (IT), Lisboa, Portugal; 21strategies GmbH, Hallbergmoos, Germany 量子计算AI · 2025 100%
39 Dark matter searches with a 13 meV threshold superconducting sensor array 55.69 California Institute of Technology, Washington University in St. Louis, Jet Propulsion Laboratory, Massachusetts Institute of Technology, University of Chicago, Oxford University AI科研 · 2026 100%
40 High-resolution Photo Enhancement in Real-time: A Laplacian Pyramid Network 55.69 Huazhong University of Science and Technology, DJI, The Hong Kong Polytechnic University 未分类 · 2025 100%
41 SPARC: Reliable Spatial Annotations from Robot Demonstrations at Scale 55.69 Karlsruhe Institute of Technology, NVIDIA, Robotics Institute Germany 机器人 · 2026 100%
42 Mapping how LLMs debate societal issues when shadowing human personality traits, sociodemographics and social media behavior 55.69 University of Trento, Department of Psychology and Cognitive Science, Trento, Italy 大语言模型 · 2026 100%
43 Visual Instruction Tuning 55.69 University of Wisconsin–Madison, Microsoft Research, Columbia University 大视觉语言模型 · 2023 100%
44 Whose Facts Win? LLM Source Preferences under Knowledge Conflicts 55.69 Heidelberg University, Heidelberg Institute for Theoretical Studies 大语言模型 · 2026 100%
45 AI Cosplaying as Astrophysicists: A Controlled Synthetic-Agent Study of AI-Assisted Astrophysical Research Workflows 55.69 Department of Physics and McDonnell Center for the Space Sciences, Washington University in St. Louis, St. Louis, MO 63130, US AI科研 · 2026 100%
46 Revisiting Salient Object Detection from an Observer-Centric Perspective 55.69 Dalian University of Technology 图像分割 · 2026 100%
47 MGPC: Multimodal Network for Generalizable Point Cloud Completion With Modality Dropout and Progressive Decoding 55.69 University of Chinese Academy of Sciences, Institute of Automation of Chinese Academy of Sciences, Chemical Defense Institute, Academy of Military Sciences 3D渲染 · 2026 100%
48 Feedback-Based Quantum Control for Safe and Synergistic Drug Combination Design 55.69 University of Science, Vietnam National University, Ho Chi Minh City 700000, Vietnam; Vietnam National University, Ho Chi Minh City 700000, Vietnam; Frontier Research Institute for Interdisciplinary Sciences, Tohoku University, Sendai 980-8578, Japan; Department of Applied Physics, Graduate School of Engineering, Tohoku University, Sendai 980-8579, Japan 量子计算AI · 2026 100%
49 Tracking and Understanding Object Transformations 55.69 Cornell University 未分类 · 2025 100%
50 RAGExplorer: A Visual Analytics System for the Comparative Diagnosis of RAG Systems 55.69 浙江大学，上海科学智能研究院 大语言模型 · 2026 100%

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