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论文公开证据榜

三个榜单回答不同问题：论文研究做得怎么样、哪些论文值得优先阅读，以及目前收集到的公开资料是否充分。

分享榜单 微博 X

公开证据榜：只比较目前已经收集并可核对的论文、代码、数据、复现和影响力资料。分数较低或暂时没有分数，可能只是资料不足，不等于论文质量差。

公开证据分综合考虑可信度、能否复现、实验是否充分、创新程度、实际应用价值和影响力。这个分数与研究质量分分别计算，请勿直接混合比较。

综合排名更看重什么 科研价值 工程落地 综合影响
只看某一个方面 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 最近更新日期：2026-11-10
排名 论文 得分 主要署名单位 任务 / 年份 资料覆盖率
1 DepthAnything and SAM for UIE: Exploring Large Model Information Contributes to Underwater Image Restoration 查看评分依据 69.25 Sun Yat-sen University, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) 图像增强 100%
2 Decoding the Sequence Determinants of Locus-Specific DNA Methylation Across Human Tissues 查看评分依据 69.13 Shandong University, Chinese Academy of Sciences, Macao Polytechnic University, University of Electronic Science and Technology of China, Tianjin University AI科研 100%
3 Unsupervised Anomaly Detection in Brain MRI via Disentangled Anatomy Learning⋆ 查看评分依据 69.11 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%
4 Highly accurate protein structure prediction for the human proteome 查看评分依据 68.77 DeepMind, European Bioinformatics Institute (EMBL-EBI) AI科研 100%
5 LitBench: A Graph-Centric Large Language Model Benchmarking Tool For Literature Tasks 查看评分依据 68.77 Yale University 数据集 · 2026 100%
6 The limits of fair medical imaging AI in real-world generalization 查看评分依据 68.7 Massachusetts Institute of Technology, Emory University, Stanford University AI医疗 100%
7 Solaris: Building a Multiplayer Video World Model in Minecraft 查看评分依据 68.6 New York University 视频生成 · 2026 100%
8 DepthAnything and SAM for UIE: Exploring Large Model Information Contributes to Underwater Image Restoration 查看评分依据 68.58 Sun Yat-sen University, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) 图像增强 100%
9 Building Low-Altitude Communication Networks: A Digital Twin-Based Optimization Framework 查看评分依据 68.57 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%
10 Flow cytometry with event-based vision and spiking neuromorphic hardware 查看评分依据 68.56 University of Groningen, Ghent University - imec 类脑计算 100%
11 Self-supervised image denoising and restoration method for atomic force microscopy 查看评分依据 68.53 Weill Cornell Medicine 图像去噪 100%
12 A Framework for Switchable LLM Alignment via CITA – Contrastive Instruction-Tuned Alignment 查看评分依据 68.44 1San José State University, USA 2Google, USA 3Apple, USA 4Pragya Lab, BITS Pilani Goa, India 大语言模型 · 2026 100%
13 Beyond Fine-Tuning: Robust Food Entity Linking under Ontology Drift with FoodOntoRAG 查看评分依据 68.43 Jožef Stefan International Postgraduate School, Jožef Stefan Institute, Ljubljana, Slovenia NLP · 2026 100%
14 DALD-PCAC: Density-Adaptive Learning Descriptor for Point Cloud Lossless Attribute Compression 查看评分依据 68.43 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%
15 Self-Supervised Z-Slice Augmentation for 3D Bio-Imaging via Knowledge Distillation 查看评分依据 68.42 Center for Interdisciplinary Research in Biology (CIRB), Collège de France, Université PSL, CNRS, INSERM, 75005 Paris, France; Université Grenoble-Alpes, CEA, CNRS, INRA, Interdisciplinary Research Institute of Grenoble, CytoMorpho Lab, Grenoble, France; Laboratory of Developmental Biology of the Villefranche-sur-Mer, Institute of Villefranche-sur-Mer, Sorbonne University, CNRS, Villefranche-sur-Mer, France; Laboratory of Molecular Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, 20892, USA; Department of Reproductive Medicine, Hospices Civils de Lyon, Bron, France; INSERM U1208 Stem Cells and Brain Institute, Bron, France; Claude Bernard Lyon 1 University, Lyon, France. AI医疗 · 2025 100%
16 StyleDoctor: Towards Specialist Reward Model for Style-centric Generation Tasks 查看评分依据 68.35 Mohamed bin Zayed University of Artificial Intelligence, MMLab, The Chinese University of Hong Kong 图像生成 100%
17 Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art 查看评分依据 68.35 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%
18 "DIVE" into Hydrogen Storage Materials Discovery with AI Agents 查看评分依据 68.33 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%
19 Approaching Low-Cost Cardiac Intelligence with Semi-Supervised Knowledge Distillation 查看评分依据 68.28 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%
20 SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science? 查看评分依据 68.22 Shanghai Innovation Institute, Fudan University AI科研 · 2026 100%
21 Brain-Grounded Axes for Reading and Steering LLM States 查看评分依据 68.22 NYU 大语言模型 · 2025 100%
22 SIDME: Self-supervised Image Demoiréing via Masked EncoderDecoder Reconstruction 查看评分依据 68.21 College of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China; College of Electronic Information and Electrical Engineering, Shanghai Jiaotong University, Shanghai 200030, China; College of Information, Shanghai Ocean University, Shanghai 201306, China; College of Computer, Beijing University of Posts and Telecommunications, Beijing 100876, China 未分类 · 2025 100%
23 C2|Q⟩: A Robust Framework for Bridging Classical and Quantum Software Development — RCR Report 查看评分依据 68.21 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%
24 Flex4DHuman: Flexible Multi-view Video Diffusion for 4D Human Reconstruction 查看评分依据 68.2 University of Washington, World Labs 视频生成 · 2026 100%
25 Bradley-Terry Rankings for Recommender Systems Across Dataset Taxonomies 查看评分依据 68.19 HSE University AI应用 · 2026 100%
26 Deterministic access to global viral sequence data enables robust agent-driven scientific discovery 查看评分依据 68.19 Broad Institute of MIT and Harvard, NCBI, Robert Koch Institute, Shanghai Academy of AI for Science (SAIS) AI科研 · 2026 100%
27 Multivalent ion binding site identification with structure-based deep learning 查看评分依据 68.17 Constructor University Bremen gGmbH, Constructor Labs AI科研 100%
28 ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development 查看评分依据 68.15 Fudan University, Shanghai Qiji Zhifeng Co., Ltd., Shanghai Innovation Institute Agent · 2026 100%
29 MADD: Multi-Agent Drug Discovery Orchestra 查看评分依据 68.14 ITMO University, Saint Petersburg, Russia; Sber AI Lab, Moscow, Russia; D ONE AG, Zurich, Switzerland; HSE University, Moscow, Russia AI医疗 · 2025 100%
30 Analytic Fourier ptychotomography for volumetric refractive index imaging 查看评分依据 68.14 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%
31 Towards 3D Scene Understanding of Gas Plumes in LWIR Hyperspectral Images Using Neural Radiance Fields 查看评分依据 68.1 Utah State University, Department of Mathematics & Statistics, Logan, UT USA; Los Alamos National Laboratory, Intelligence and Space Research Division, Los Alamos, NM USA 3D渲染 · 2026 100%
32 Multi-modal learning with incomplete data 查看评分依据 68.1 University of Oslo 多模态 100%
33 Wavelet-Optimized Motion Artifact Correction in 3D MRI Using Pre-trained 2D Score Priors 查看评分依据 68.05 Key Lab of Optoelectronic Technology and Systems, and Engineering Research Center of Industrial Computed Tomography Nondestructive Testing, Ministry of Education, Chongqing University, Chongqing, China, 400044 AI医疗 · 2025 100%
34 Trade Execution Flow as the Underlying Source of Market Dynamics 查看评分依据 68.04 Lomonosov Moscow State University, Autretech Group, Peter the Great St. Petersburg Polytechnic University, Ioffe Institute AI金融 · 2025 100%
35 LEIQ-Assessor: Multi-dimensional Quality Assessment of Low-light Enhanced Images via Multi-task Learning 查看评分依据 68.02 East China Normal University, Shanghai Jiao Tong University AI应用 · 2026 100%
36 Crystal structure prediction with nuclear quantum and finite-temperature effects via deep free energy learning 查看评分依据 68.01 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%
37 PTB-XL-Image-17K: A Large-Scale Synthetic ECG Image Dataset with Comprehensive Ground Truth for Deep Learning-Based Digitization 查看评分依据 67.94 NED University of Engineering and Technology Karachi, Pakistan AI医疗 · 2026 100%
38 OncoReg: Medical Image Registration for Oncological Challenges 查看评分依据 67.91 University of Lubeck, University Hospital Schleswig-Holstein, Rensselaer Polytechnic Institute, University of Birmingham, University of Manchester, DAMO Academy Alibaba Group, Hangzhou Shengshi Technology Co., Ltd, EchoScout GmbH, Radboud University Medical Center AI医疗 · 2025 100%
39 AUREXA-SE: Audio-Visual Unified Representation Exchange Architecture with Cross-Attention and Squeezeformer for Speech Enhancement 查看评分依据 67.91 Indian Institute of Technology Indore, Simrol, Indore, 453552, India School of Computing, Edinburgh Napier University, EH11 4BN, Edinburgh, United Kingdom 语音增强 · 2025 100%
40 BM4D-PC: nonlocal volumetric denoising of principal components of diffusion-weighted MR images 查看评分依据 67.9 University of Pittsburgh School of Medicine, University of São Paulo, Tampere University, Western University 图像去噪 · 2025 100%
41 Simple Models, Rich Representations: Visual Decoding from Primate Intracortical Neural Signals 查看评分依据 67.9 University of Rome, Tor Vergata Department of Biomedicine and Prevention; A.A. Martinos Center for Biomedical Imaging Harvard Medical School/MGH, Boston (US) 脑机接口 · 2026 100%
42 CONCUR: BENCHMARKING LLMS FOR CONCURRENT CODEGENERATION 查看评分依据 67.88 The University of Queensland, Texas A&M University - Kingsville, Carnegie Mellon University 大语言模型 · 2026 100%
43 MeViS: A Multi-Modal Dataset for Referring Motion Expression Video Segmentation 查看评分依据 67.88 上海科学智能研究院， 南洋理工大学， 复旦大学 数据集 · 2025 100%
44 Institutional Books — Visual Elements: An open-source pipeline for extracting, classifying, deduplicating, and captioning visual elements from digital book collections. 查看评分依据 67.88 Harvard Law School Library, Harvard Library, Harvard Law School, Harvard School of Engineering and Applied Sciences, Harvard Kennedy School 数据集 · 2026 100%
45 llmSHAP: A Principled Approach to LLM Explainability 查看评分依据 67.88 Umea University Tietoevry Umea University & SAP 大语言模型 · 2025 100%
46 PianoCoRe: Combined and Refined Piano MIDI Dataset 查看评分依据 67.88 Skolkovo Institute of Science and Technology (Skoltech) 综述 · 2026 100%
47 History-Augmented Contrastive Meta-Learning for Unsupervised Blind Super-Resolution of Planetary Remote Sensing Images 查看评分依据 67.88 Macau University of Science and Technology, Aerospace Information Research Institute, Chinese Academy of Sciences 图像恢复 · 2025 100%
48 Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents 查看评分依据 67.86 Southern University of Science and Technology, Ant Group Agent · 2026 100%
49 Optimal sensor placement for the reconstruction of ocean states using differentiable Gumbel-Softmax sampling operator 查看评分依据 67.84 IMT Atlantique; Lab-STICC; SHOM AI应用 · 2026 100%
50 A Mutil-conditional Diffusion Transformer for Versatile Seismic Wave Generation 查看评分依据 67.8 1Institute of Geophysics, China Earthquake Administration, 100081, Beijing, China 2Institute of Earthquake Forecasting, China Earthquake Administration, 100036, Beijing, China 3School of Mathematical Sciences, University of Chinese Academy of Sciences, 100049, Beijing, China 4Shanghai Artificial Intelligence Laboratory, 200032, Shanghai, China AI应用 · 2025 100%

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