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