Best Papers vs. Top Cited Papers in Computer Science (since 1996)

    Evaluation of the quality of a paper, in addition to the number of citations as a reference, the best paper of the conference is also an important evaluation criterion.Are the citations of these best papers high? Do the Top Cited Papers have greater influence? This is a question worth discussing, because it can reflect the generality of academic evaluation.By using MAP (Mean Average Precision), a measure to evaluate the ranking performance, we calculated the MAP score of the conference in a year, which objectively reflected the relationship between the top cited papers and the best papers.

    RankConference(Full Name)Short NameMAPCCF Level
    1IEEE Conference on Computer Vision and Pattern RecognitionCVPR0.14A
    2Annual Conference on Neural Information Processing SystemsNeurIPS0.08A
    3International Conference on Computer VisionICCV0.01A
    4International Conference on Machine LearningICML0.09A
    5European Conference on Computer VisionECCV0.26B
    6AAAI Conference on Artificial IntelligenceAAAI0.04A
    7BioinformaticsB
    8Annual Meeting of the Association for Computational LinguisticsACL0.04A
    9IEEE Transactions on Image ProcessingTIP0.28A
    10IEEE Transactions on Wireless CommunicationsTWC0.20B
    11Conference on Empirical Methods in Natural Language ProcessingEMNLP0.05B
    12ACM Conference on Computer and Communications SecurityCCSA
    13Asia Conference on Computer and Communications SecurityAsiaCCSC
    14ACM Conference on Human Factors in Computing SystemsCHI0.11A
    15IEEE International Conference on Robotics and AutomationICRA0.13B
    16International Joint Conference on Artificial IntelligenceIJCAI0.01A
    17ACM Knowledge Discovery and Data MiningSIGKDD0.16A
    18IEEE International Conference on Acoustics, Speech and SPICASSP0.33B
    19IEEE Transactions on Information TheoryTIT0.44A
    20Usenix Security SymposiumUSENIX Security0.15A
    21International World Wide Web ConferencesWWWB
    22IEEE Symposium on Security and PrivacyS&P0.07A
    23IEEE International Conference on Computer CommunicationsINFOCOM0.03A
    24International Conference on Software EngineeringICSE0.14A
    25ACM Symposium on Theory of ComputingSTOC0.07A
    26IEEE Transactions on Circuits and Systems for Video TechnologyTCSVTB
    27ACM Conference on Management of DataSIGMOD0.01A
    28IEEE Signal Processing LettersSPL0.36C
    29Medical Image AnalysisC
    30IEEE International Conference on CommunicationsICC0.06C
    31ACM International Conference on the applications, technologies, architectures, and protocols for computer communicationSIGCOMM0.09A
    32Signal Processing0.31C
    33European Cryptology ConferenceEUROCRYPT0.18A
    34IEEE\RSJ International Conference on Intelligent Robots and SystemsIROSC
    35ISOC Network and Distributed System Security SymposiumNDSS0.30B
    36ACM International Conference on MultimediaACM MM0.08A
    37Computer Supported Cooperative WorkCSCWA
    38Symposium on Network System Design and ImplementationNSDI0.18A
    39International Conference on Research on Development in Information RetrievalSIGIR0.04A
    40IEEE International Conference on Data EngineeringICDE0.19A
    41IEEE Global Communications ConferenceGlobecomC
    42International Cryptology ConferenceCRYPTO0.24A
    43IEEE Transactions on Audio, Speech, and Language ProcessingTASLP0.61B
    44International Symposium on Computer ArchitectureISCA0.04A
    45ACM International Conference on Web Search and Data MiningWSDM0.04B
    46British Machine Vision ConferenceBMVCC
    47ACM International Conference on Ubiquitous ComputingUbiComp0.24A
    48IEEE Symposium on Foundations of Computer ScienceFOCS0.16A
    49Annual Conference on Computational Learning TheoryCOLTB
    50Decision Support SystemsDSSC
    51Design Automation ConferenceDAC0.04A
    52ACM International Conference on Information and Knowledge ManagementCIKM0.11B
    53ACM SIGSOFT Symposium on the Foundation of Software Engineering/ European Software Engineering ConferenceFSE/ESEC0.26A
    54ACM International Conference on Mobile Computing and NetworkingMOBICOM0.05A
    55Architectural Support for Programming Languages and Operating SystemsASPLOS0.20A
    56International Conference on Image ProcessingICIPC
    57International Conference for High Performance Computing, Networking, Storage, and AnalysisSC0.04A
    58ACM-SIAM Symposium on Discrete AlgorithmsSODA0.07A
    59International Conference on Data MiningICDMB
    60Design, Automation & Test in Europe ConferenceDATE0.02B
    61International Conference on Mobile Systems, Applications, and ServicesMobiSys0.08B
    62International Conference on Automated Software EngineeringASE0.61A
    63ACM Symposium on User Interface Software and TechnologyUIST0.15B
    64ACM SIGPLAN Symposium on Programming Language Design & ImplementationPLDI0.19A
    65IEEE Transactions On Computer-Aided Design Of Integrated Circuits And SystemTCAD0.28A
    66European Conference on Computer SystemsEuroSys0.72
    67Annual International Conference on the Theory and Application of Cryptology and Information SecurityASIACRYPT0.15B
    68ACM Symposium on Operating Systems PrinciplesSOSP0.26A
    69Genetic and Evolutionary Computation ConferenceGECCOC
    70IEEE Wireless Communications & Networking ConferenceWCNCC
    71Mining Software RepositoriesMSR0.11C
    72Theory of Cryptography ConferenceTCCB
    73Software and System ModelingSoSyM0.03B
    74International Conference on Automatic Face and Gesture RecognitionFG0.67C
    75Conference on File and Storage TechnologiesFAST0.18A
    76IEEE International Semantic Web ConferenceISWCB
    77Internet Measurement ConferenceIMC0.24B
    78ACM Conference on Embedded Networked Sensor SystemsSenSys0.13B
    79USENIX Annual Technical ConferenceUSENIX ATC0.22
    80IEEE International Conference on Multimedia & ExpoICMEB
    81IEEE International Conference on Pervasive Computing and CommunicationsPERCOM0.50B
    82International Symposium on Software Testing and AnalysisISSTA0.13A
    83USENIX Symposium on Operating Systems Design and ImplementationsOSDI0.34A
    84International Journal of Neural SystemsIJNSC
    85International Colloquium on Automata, Languages and ProgrammingICALPB
    86ACM International Conference on Multimodal InteractionICMI0.31C
    87International Conference on Measurement and Modeling of Computer SystemsSIGMETRICS0.08B
    88International Symposium on Mobile Ad Hoc Networking and ComputingMobiHoc0.16B
    89European Symposium on Research in Computer SecurityESORICSB
    90ACM International Conference on emerging Networking EXperiments and TechnologiesCoNEXT0.07B
    91SIAM International Conference on Data MiningSDM0.01B
    92International Conference on Computer-Aided DesignICCAD0.12B
    93MICROMICRO0.61A
    94ACM/SIGDA International Symposium on Field-Programmable Gate ArraysFPGA0.36B
    95IEEE Symposium on Logic in Computer ScienceLICS0.01A
    96ACM SIGGRAPH Annual ConferenceSIGGRAPHA
    97Conference on Object-Oriented Programming Systems, Languages, and ApplicationsOOPSLA0.11A
    98ACM Symposium on Cloud ComputingSOCC0.20B
    99ACM Conference on Designing Interactive SystemsDIS0.20C
    100Journal of Strategic Information SystemsJSISC
    101ACM SIGMM International Conference on Multimedia RetrievalICMR0.06B
    102ACM International Conference on Intelligent User InterfacesIUI0.36B
    103Principles and Practice of Parallel ProgrammingPPoPP0.12A
    104Annual Computer Security Applications ConferenceACSAC0.22B
    105Symposium On Usable Privacy and SecuritySOUPS0.08C
    106International Conference on Extending DB TechnologyEDBT0.14B
    107International Conference on Information Processing in Sensor NetworksIPSN0.27B
    108European Symposium on AlgorithmsESA0.07B
    109High-Performance Distributed ComputingHPDC0.35B
    110International Computer Software and Applications ConferenceCOMPSAC0.14C
    111International Symposium on High Performance Distributed ComputingHPDC
    112ACM SIGACCESS Conference on Computers and AccessibilityASSETS0.31C
    113Fast Software EncryptionFSE0.89B
    114Distributed ComputingDC0.44C
    115IEEE/ACM International Symposium on Cluster, Cloud and Grid ComputingCCGRID0.36C
    116ACM Symposium on Parallelism in Algorithms and ArchitecturesSPAA0.09B
    117Code Generation and OptimizationCGO0.04B
    118ACM SIGMOD Conference on Principles of DB SystemsPODS0.16B
    119Interaction Design and ChildrenIDCC
    120IEEE Conference on Computational ComplexityCCC0.61B
    121IFIP International Conferences on NetworkingNetworking0.11C
    122International Middleware ConferenceMiddlewareB
    123International Conference on Automated Planning and SchedulingICAPS0.41B
    124International Conference on Hybrid Systems: Computation and ControlHSCC0.19B
    125Real-Time and Embedded Technology and Applications SymposiumRTAS0.11B
    126Conference on Automated Deduction/The International Joint Conference on Automated ReasoningCADE/IJCARB
    127International Conference on Model Driven Engineering Languages and SystemsMoDELSB
    128Real-Time Systems SymposiumRTSS0.09
    129ACM Symposium on Computational GeometrySoCGB
    130Parallel Architectures and Compilation TechniquesPACT0.03B
    131IEEE International Conference on Data Science and Advanced AnalyticsDSAAC
    132Detection of Intrusions and Malware & Vulnerability AssessmentDIMVAC
    133ACM Conference on Security and Privacy in Wireless and Mobile NetworksWiSecC
    134Multimedia SystemsMSC
    135Human Computer InteractionHCIB
    136Selected Areas in CryptographySACC
    137International Conference on Web Services(Research Track)ICWSB
    138Autonomous Agents and Multi-Agent SystemsAAMAS0.20B
    139Great Lakes Symposium on VLSIGLSVLSI0.03C
    140IEEE Conference on Local Computer NetworksLCNC
    141International Symposium on Empirical Software Engineering and MeasurementESEMB
    142International Conference on Database TheoryICDT0.10B
    143International Conference on Mobile Data ManagementMDM0.31C
    144European Conference on Object-Oriented ProgrammingECOOPB
    145IEEE International Conference on Tools with Artificial IntelligenceICTAIC
    146Automated Software EngineeringASE0.61B
    147ACM Symposium on Virtual Reality Software and TechnologyVRSTC
    148International Symposium on Low Power Electronics and DesignISLPEDC
    149IET Information SecurityC
    150International Conference on Multimedia ModelingMMM0.06C
    151ACM International Conference on Interactive Tabletops and SurfacesITSB
    152Mathematical Foundations of Computer ScienceMFCSC
    153Integration, the VLSI JournalIntegration0.61C
    154International Symposium on Mixed and Augmented RealityISMAR0.24B
    155IEEE Pacific Visualization SymposiumPacificVisC
    156International Conference on Conceptual ModelingERC
    157European Conference on Artificial IntelligenceECAIB
    158International Conference on Concurrency TheoryCONCUR0.07B
    159International Symposium on Physical DesignISPD0.37C
    160International Conference on Algorithmic Learning TheoryALT0.04C
    161ACM Workshop on Information Hiding and Multimedia SecurityIH&MMSecC
    162Virtual Execution EnvironmentsVEE0.89B
    163Architectures for Networking and Communications SystemsANCSC
    164Cybernetics and Systems0.28C
    165Database Systems for Advanced ApplicationsDASFAA0.12B
    166Asia-Pacific Network Operations and Management SymposiumAPNOMS0.11C
    167International Conference on Scientific and Statistical DB ManagementSSDBMC
    168Journal of Symbolic LogicJSLC
    169ACM Symposium on Access Control Models and TechnologiesSACMATC
    170Formal Methods in Computer-Aided DesignFMCADC
    171ACM International Conference on Computing FrontiersCFC
    172Network and Operating System Support for Digital Audio and VideoNOSSDAV0.11B
    173ACM Symposium on Interactive 3D GraphicsSi3DB
    174International Conference on Field-Programmable TechnologyFPT0.17C
    175ACM International Systems and Storage ConferenceSYSTOR0.41C
    176ACM/IEEE International Symposium on Networks-on-ChipNOCSC
    177IEEE International Working Conference on Source Code Analysis and ManipulationSCAM0.31C
    178International Conference on Software Engineering and Knowledge EngineeringSEKEC
    179Application-Specific Systems, Architectures, and ProcessorsASAP0.11C
    180Formal Techniques for Networked and Distributed SystemsFORTEC
    181Asia-Pacific Software Engineering ConferenceAPSEC0.20C
    182Graphics Interface conferenceGIC
    183International Conference on Wireless Algorithms, Systems, and ApplicationsWASAC
    184International Conference on Very Large Data BasesVLDB0.44A
    185International Conference on Languages, Compilers, Tools and Theory for Embedded SystemsLCTESB
    186International Symposium on Spatial and Temporal DatabasesSSTD0.28C
    187International Conference on Information and Communications SecurityICICS0.61C
    188International Symposium on Logic-based Program Synthesis and TransformationLOPSTRC
    189IEEE International Conference on Engineering of Complex Computer SystemsICECCSC
    190Computer Graphics InternationalCGIC
    191Computer Animation and Social AgentsCASA0.61C
    192International Journal of Information Security and PrivacyIJISP0.61C
    193International Conference on Embedded SoftwareEMSOFT0.31
    194IEEE Visualization ConferenceIEEE VIS0.78A
    195High-Performance Computer ArchitectureHPCA0.83A
    196Large Installation system Administration ConferenceLISA0.21B
    197Eurographics Symposium on Geometry ProcessingSGP0.61B
    198Shape Modeling InternationalSMI0.33C
    199Asia Pacific Bioinformatics ConferenceAPBC0.33C
    200Geometric Modeling and ProcessingGMP1.00C
    201Privacy Enhancing Technologies SymposiumPETS1.00C
    202Digital Forensic Research WorkshopDFRWS0.33C