Project AURIONAI Use-Cases Research & Innovation

Benchmarks

Benchmarks named in the notes, with their status and every recorded score. Each score names who ran it.

Category

271 of 271 benchmarks shown

Benchmarks

BenchmarkCategoryMaintainerStatusScores
Artificial AnalysisAA-Briefcasev1.1composite indexArtificial AnalysisArtificial Analysisactive0Artificial AnalysisAA-LCR v1.1v1.1long contextArtificial AnalysisArtificial Analysisactive2Artificial AnalysisAA-Omnisciencecomposite indexArtificial AnalysisArtificial Analysisactive0Aegis2.0safetynone recordednone recorded1AfriMed-QAdomainnone recordednone recorded1AgentClinic-MedQAdomainnone recordednone recorded1AgentHarmsafetynone recordednone recorded0AI-Needlelong contextnone recordedactive0AI2Dmultimodalnone recordednone recorded4AIME2024/2025/2026mathMAA problems; many evaluators, USAsaturated1AIME 20252025mathnone recordedsaturated13AIME242024mathnone recordedsaturated5AMI (IHM, SDM)speechnone recordedstatic2AndroidWorldagents and tool usenone recordednone recorded0ARC-AGI-2knowledge and reasoningARC Prizeactive4ARC-AGI-3knowledge and reasoningARC Prizeactive3ARC-cknowledge and reasoningnone recordednone recorded5LMArena (Arena)Arena Agenthuman preference arenaLMArena (Arena)LMArena (Arena)active1LMArena (Arena)Arena Alignment IndexsafetyLMArena (Arena)LMArena (Arena)active0LMArena (Arena)Arena Documenthuman preference arenaLMArena (Arena)LMArena (Arena)active0LMArena (Arena)Arena Image Editgenerative mediaLMArena (Arena)LMArena (Arena)active0LMArena (Arena)Arena Image-to-Videogenerative mediaLMArena (Arena)LMArena (Arena)active0LMArena (Arena)Arena Searchhuman preference arenaLMArena (Arena)LMArena (Arena)active0LMArena (Arena)Arena Text leaderboardhuman preference arenaLMArena (Arena)LMArena (Arena)active36LMArena (Arena)Arena Video Editgenerative mediaLMArena (Arena)LMArena (Arena)active0LMArena (Arena)Arena Vision leaderboardhuman preference arenaLMArena (Arena)LMArena (Arena)active14LMArena (Arena)Arena WebDevhuman preference arenaLMArena (Arena)LMArena (Arena)active0Arena-Hardhuman preference arenanone recordednone recorded1Artificial AnalysisArtificial Analysis Image Arenagenerative mediaArtificial AnalysisArtificial Analysisactive2Artificial AnalysisArtificial Analysis Image-to-Video leaderboardAA-Video-I2V v1.0generative mediaArtificial AnalysisArtificial Analysisactive2Artificial AnalysisArtificial Analysis Intelligence Indexv4.3.2composite indexArtificial AnalysisArtificial Analysisactive53Artificial AnalysisArtificial Analysis Music Arenav1.1generative mediaArtificial AnalysisArtificial Analysisactive14Artificial AnalysisArtificial Analysis Speech ArenaspeechArtificial AnalysisArtificial Analysisnone recorded0Artificial AnalysisArtificial Analysis Text-to-Image ArenaAA-Image-T2I v2.0generative mediaArtificial AnalysisArtificial Analysisactive33Artificial AnalysisArtificial Analysis Text-to-Speech Arenagenerative mediaArtificial AnalysisArtificial Analysisactive13Artificial AnalysisArtificial Analysis Text-to-Video leaderboardgenerative mediaArtificial AnalysisArtificial Analysisactive20Artificial AnalysisArtificial Analysis Video Arenagenerative mediaArtificial AnalysisArtificial Analysisactive0A*STAR (Institute for Infocomm Research, I2R)AudioBenchspeechA*STAR (Institute for Infocomm Research, I2R)A*STAR (Institute for Infocomm Research, I2R)active2AutomationBenchagents and tool usenone recordedactive2Artificial AnalysisAutomationBench-AAcomposite indexArtificial AnalysisArtificial Analysisactive0BenchLM long-context compositelong contextBenchLM.aiactive1benchlm.ai frontier compositecomposite indexbenchlm.aiactive6BFCLagents and tool usenone recordednone recorded4BFCL v4agents and tool usenone recordednone recorded0OpenAIBrowseCompagents and tool useOpenAIOpenAIcrowded7C-EvalChinese languageSJTU, Tsinghua and Edinburgh authors, Chinasaturated1NASAC-MAPSS turbofan degradationindustrialNASANASAstatic0CALVINworld models and roboticsMees, Hermann, Rosete, Burgardnone recorded0CASP1616domainnone recordedstatic0MetaCausalVQAworld models and roboticsMetaMetaactive0CheXpertdomainnone recordednone recorded1Chronos Benchmark IItime seriesnone recordednone recorded1CMMLUChinese languageHaonan Li, Timothy Baldwin et al. (MBZUAI authors), UAE/Chinaactive3COCO valvaldomainnone recordedstatic17Codeforces ratingcodingCodeforcesactive3Common Voice 22 (CV22-76)22speechnone recordedstatic1MozillaCommon Voice 6.16.1speechMozillaMozillanone recorded1MozillaCommon Voice 77.0speechMozillaMozillanone recorded1ConvFinQAdomainnone recordedactive2CritPtknowledge and reasoningnone recordedactive1Anysphere (Cursor)CursorBenchcodingAnysphere (Cursor)Anysphere (Cursor)active2CWRU bearingindustrialnone recordedcontaminated0DeepSWEv1.1codingnone recordedactive7DeepSWE (version not stated)codingnone recordedactive5DIHARD 3speechnone recordedstatic1EHRQAdomainnone recordednone recorded0Epic-Kitchens-100 action anticipationmultimodalnone recordedactive1Epoch AIEpoch Capabilities Index (ECI)composite indexEpoch AIEpoch AIactive2FC Reward Benchagents and tool usenone recordednone recorded1FEP+/OpenFE binding affinity benchmarkdomainnone recordednone recorded1Amazonfev-benchtime seriesAmazonAmazonactive2Fiction.LiveBenchlong contextFiction.livenone recorded0Figure AIFigure unseen-homes whole-task evaluationworld models and roboticsFigure AIFigure AIstatic1Patronus AIFinanceBenchdomainPatronus AIPatronus AInone recorded1FiQA sentimentdomainnone recordedactive2FLEURSspeechnone recordedstatic4Cognition (owns Windsurf)FrontierCodev1.1codingCognition (owns Windsurf)Cognition (owns Windsurf)active2Epoch AIFrontierMathTiers 1-4mathEpoch AIEpoch AIactive1FrontierMath Tier 4v2mathnone recordedactive1Epoch AIFrontierMath: ErdosmathEpoch AIEpoch AIactive1FrontierSWEcodingnone recordedactive1GAIAagents and tool useMeta, Hugging Face and AutoGPT authors, USA/Franceactive2GDP.pdfknowledge and reasoningnone recordedactive0OpenAIGDPvalagents and tool useOpenAIOpenAIactive0Artificial AnalysisGDPval-AAv2.1agents and tool useArtificial AnalysisArtificial Analysisactive3Google DeepMindGemini Robotics 2 vendor task evaluationsworld models and roboticsGoogle DeepMindGoogle DeepMindstatic6GenEvalgenerative mediaGenEval authors (Ghosh, Hajishirzi, Schmidt)none recorded7AgiBot (Zhiyuan)Genie Sim 3.0 sim-to-real3.0world models and roboticsAgiBot (Zhiyuan)AgiBot (Zhiyuan)active1GEO-Benchdomainnone recordedactive0GEO-Bench-2domainAI Allianceactive0SalesforceGIFT-Evaltime seriesSalesforceSalesforceactive63Global MMLUknowledge and reasoningnone recordednone recorded3Global MMLU LiteSoutheast Asian and Indonesiannone recordednone recorded0GPQAknowledge and reasoningRein et al. (NYU/Cohere/Anthropic authors), USAnone recorded10GPQA Diamondknowledge and reasoningRein et al. (NYU/Cohere/Anthropic authors), USAcrowded36Granite Guardian out-of-distribution safety setsafetynone recordednone recorded1OpenAIGraphwalkslong contextOpenAIOpenAIactive0GSM8Kmathnone recordednone recorded13GSMAGSMA Open-Telco LLM BenchmarksdomainGSMAGSMAnone recorded0HarmBenchsafetyAcademicnone recorded1Harvey Legal Agent BenchmarkdomainHarveyactive1HealthBenchdomainnone recordednone recorded1HealthBench Consensusdomainnone recordednone recorded1HealthBench Harddomainnone recordednone recorded2HellaSwagknowledge and reasoningnone recordednone recorded4Hugging FaceHugging Face Open ASR LeaderboardspeechHugging FaceHugging Facecrowded16OpenAIHumanEvalcodingOpenAIOpenAIsaturated10HumanEval+codingEvalPlussaturated3Humanity's Last Examknowledge and reasoningnone recordedactive2Humanity's Last Exam (HLE)knowledge and reasoningcenter-for-ai-safety and scale-aicrowded13Institut Teknologi Bandung (ITB)IDSV (Indonesian Speech Variability)Southeast Asian and IndonesianInstitut Teknologi Bandung (ITB)Institut Teknologi Bandung (ITB)static15IFBenchknowledge and reasoningnone recordednone recorded4IFEvalknowledge and reasoningnone recordednone recorded10ImageNet top-1domainnone recordednone recorded1IndoMMLUSoutheast Asian and IndonesianMBZUAI authors (Koto et al.), UAE/Indonesiastatic1IndoNLUSoutheast Asian and IndonesianIndoNLPstatic0MetaIntPhys 22world models and roboticsMetaMetaactive0IOIcodingnone recordedactive1KGC-Safetysafetynone recordednone recorded1Moonshot AIKimi Code Benchv2codingMoonshot AIMoonshot AIactive1KMMLU-Proknowledge and reasoningnone recordednone recorded2LABBench 22domainnone recordedactive1LIBEROworld models and roboticsnone recordedsaturated3LIBERO-Plusworld models and roboticsnone recordedactive1LIBERO-PROworld models and roboticsnone recordedactive0LibriSpeechspeechnone recordedstatic2LiveCodeBenchcodingUC Berkeley/MIT/Cornell authors, USAactive13LiveCodeBenchv6codingnone recordednone recorded5LiveCodeBench v5v5codingUC Berkeley/MIT/Cornell authors, USAnone recorded2LM-AggreFactsafetynone recordednone recorded1LMArena (Arena)LMArena Text-to-Image Arenagenerative mediaLMArena (Arena)LMArena (Arena)active16LMArena (Arena)LMArena Text-to-Video Arenagenerative mediaLMArena (Arena)LMArena (Arena)active13LongBench v2v2long contextTsinghuaactive0LVISdomainnone recordedstatic3Matbench Discoverydomainnone recordedactive30MATHmathnone recordednone recorded7MATH500mathnone recordedactive8MBPPcodingnone recordedsaturated2MBPP+codingEvalPlussaturated1MCP Atlasagents and tool usenone recordednone recorded1MedAgentBenchdomainnone recordednone recorded0MedCalcdomainnone recordednone recorded0MedMCQAdomainnone recordednone recorded2MedQAdomainnone recordednone recorded7METRMETR task time horizonagents and tool useMETRMETRactive0MGSMmathnone recordednone recorded3MIMIC-CXRdomainnone recordednone recorded1MLCommonsMLCommons AILuminate Jailbreakv0.5safetyMLCommonsMLCommonsactive0MLCommonsMLCommons AILuminate Safetyv1.0safetyMLCommonsMLCommonsactive0MLCommonsMLPerf Edge Agentic Inferencev6.1efficiencyMLCommonsMLCommonsactive0MLCommonsMLPerf Inferencev5.1efficiencyMLCommonsMLCommonssuperseded0MLCommonsMLPerf Inferencev6.0efficiencyMLCommonsMLCommonssuperseded0MLCommonsMLPerf Inference (Datacenter/Edge)v6.1efficiencyMLCommonsMLCommonsactive0MLCommonsMLPerf Tinyv1.3efficiencyMLCommonsMLCommonssuperseded0MLCommonsMLPerf Tinyv1.4efficiencyMLCommonsMLCommonsactive0MLCommonsMLPerf Trainingv6.0efficiencyMLCommonsMLCommonsactive0MMLongBench-Doclong contextnone recordedactive0MMLUknowledge and reasoningnone recordedsaturated13MMLU Meddomainnone recordednone recorded1MMLU-Proknowledge and reasoningTIGER-Lab (U. Waterloo et al.), Canadacrowded23MMMUmultimodalMMMU team (OSU/Waterloo et al.), USA/Canadaactive6MMMU-PromultimodalMMMU teamnone recorded2MMTEBembeddingsnone recordednone recorded2MMTEB-R (reranking)embeddingsnone recordednone recorded1MolmoSpacesworld models and roboticsnone recordedactive0OpenAIMRCR v2v2long contextOpenAIOpenAIactive0MT-Benchknowledge and reasoningnone recordednone recorded3MTEB / MMTEBv4embeddingsMTEB community (Enevoldsen, Muennighoff et al.), Denmark/intlactive0MTEB Codeembeddingsnone recordednone recorded1MTEB Englishv2embeddingsnone recordednone recorded2MTEB multilingualembeddingsnone recordednone recorded1MTEB multilingualv2embeddingsnone recordednone recorded1MTEB-R (reranking)embeddingsnone recordednone recorded1MultiJailsafetynone recordednone recorded1Multilingual MMLUknowledge and reasoningnone recordednone recorded2MetaMVPBenchworld models and roboticsMetaMetaactive0MVTec Software GmbHMVTec ADindustrialMVTec Software GmbHMVTec Software GmbHsaturated1MVTec Software GmbHMVTec AD 22industrialMVTec Software GmbHMVTec Software GmbHnone recorded0NASAN-CMAPSS2021industrialNASANASAnone recorded0NAB (Numenta Anomaly Benchmark)v1.0time seriesNumentastatic3NeuCo-benchdomainnone recordedactive0NodeGrounddomainnone recordedactive0NusaCrowdSoutheast Asian and Indonesiannone recordedactive0NusaXSoutheast Asian and IndonesianIndoNLPstatic0Allen AIolmOCR-BenchmultimodalAllen AIAllen AIactive0OmniDocBenchv1.6multimodalnone recordedactive9Open X-Embodiment evaluationsworld models and roboticsOpen X-Embodiment Collaborationnone recorded0OpenAIOpenAI MRCRv2long contextOpenAIOpenAIactive1OSWorldagents and tool usenone recordednone recorded2XLANG Lab (HKU)OSWorld2.0agents and tool useXLANG Lab (HKU)XLANG Lab (HKU)active3XLANG Lab (HKU)OSWorld-Verifiedagents and tool useXLANG Lab (HKU)XLANG Lab (HKU)crowded3PAI-Benchworld models and roboticsnone recordedactive0Pan-cancer specimen-level detection (Virchow study)domainnone recordednone recorded4PANGAEAdomainnone recordedactive0PerceptionTestmultimodalnone recordedactive1PHM Society Data Challengesindustrialnone recordednone recorded0Physics-IQworld models and roboticsnone recordedactive0PhyWorldworld models and roboticsKang et al. (ICML 2025 submission)static0PolyGuardsafetynone recordednone recorded2PoseBustersdomainnone recordednone recorded1ProgramBenchcodingnone recordedactive4PRONOSTIA / FEMTO (IEEE PHM 2012)industrialnone recordednone recorded0Protocol QAdomainnone recordednone recorded1PubMedQAdomainnone recordednone recorded1Alibaba (Qwen)Qwen-Image-Benchgenerative mediaAlibaba (Qwen)Alibaba (Qwen)static5R-Benchworld models and roboticsnone recordedactive0RadGraph F1domainnone recordednone recorded1Real-IADindustrialnone recordedactive1Real5-OmniDocBenchmultimodalnone recordedactive9KuaishouRecIF-BenchdomainKuaishouKuaishouactive0RoboArenaworld models and roboticsnone recordedactive0RoboLabworld models and roboticsnone recordedactive0RTEBembeddingsnone recordednone recorded1NVIDIARULERlong contextNVIDIANVIDIAnone recorded2MetaSA-Co/GolddomainMetaMetaactive1MetaSA-VdomainMetaMetaactive1SciCodeknowledge and reasoningnone recordedactive2AI SingaporeSEA-HELMSoutheast Asian and IndonesianAI SingaporeAI Singaporeactive81SEA-IFEvalSoutheast Asian and Indonesiannone recordednone recorded0SEA-MTBenchSoutheast Asian and Indonesiannone recordednone recorded0SEA-SafeguardBenchsafetynone recordednone recorded0SeaBenchSoutheast Asian and IndonesianDAMO Academy (Alibaba) SeaLLMs team, Singapore/Chinaactive0SeaExamSoutheast Asian and IndonesianDAMO Academy (Alibaba) SeaLLMs team, Singapore/Chinaactive0SimplerEnvworld models and roboticsUC San Diego, Stanford, UC Berkeley and Google DeepMind researchersnone recorded0SKABtime seriesSkoltechnone recorded5Something-Something v2multimodalnone recordedactive1StrongREJECTsafetynone recordednone recorded0SWE-bench Bash OnlycodingSWE-bench team, USAactive0SWE-bench FullcodingSWE-bench team, USAactive0SWE-bench LitecodingSWE-bench team, USAactive0SWE-bench MultilingualcodingSWE-bench team, USAactive7SWE-bench MultimodalcodingSWE-bench team, USAactive0Scale AISWE-bench ProcodingScale AIScale AIactive21SWE-bench VerifiedcodingSWE-bench team (Princeton and Stanford), with OpenAI Preparedness for the Verified subsetcontaminated47OpenAISWE-Lancer IC DiamondcodingOpenAIOpenAIactive1SWE-Marathoncodingnone recordedactive1TabArenaAll TaskstabularTabArena teamactive20TALENTtabularnone recordedactive0TARworld models and roboticsnone recordedactive0tau-benchagents and tool useSierracrowded2tau2-benchagents and tool useSierracrowded5tau3-benchagents and tool useSierraactive0TeleQnAdomainnone recordednone recorded0TempCompassmultimodalnone recordedactive1Terminal-Bench2.0agents and tool useTerminal-Bench team (Stanford, Harbor and Laude Institute), USAsuperseded13Terminal-Bench2.1agents and tool useTerminal-Benchactive17Terminal-Bench3.0agents and tool useTerminal-Benchactive2Terminal-Bench4.0agents and tool useTerminal-Bench team (Stanford, Harbor and Laude Institute), USAactive10TIMEtime seriesnone recordednone recorded1Toolathlonagents and tool usenone recordednone recorded1TSB-ADtime seriesTheDatumOrgactive8TTS ArenaspeechTTS-AGI (Hugging Face organisation)none recorded0USMLEdomainnone recordednone recorded1Vals Indexcomposite indexVals.aiactive1VANTAGE-Benchworld models and roboticsnone recordedactive0VBenchv1generative mediaVchitectactive14VBench-2.02.0generative mediaVchitectactive16Vending-Bench 2agents and tool usenone recordednone recorded0Vicuna benchmarkhuman preference arenanone recordedactive0Video-MMEmultimodalVideo-MME team (academic, China)active1VisAindustrialnone recordedcrowded1Visual Wake Words (VWW)domainnone recordednone recorded1VLABenchworld models and roboticsnone recordedactive1VLGuardsafetynone recordednone recorded1VoxCeleb1 (cleaned)speechnone recordedstatic1GoogleWeatherBench 22domainGoogleGoogleactive106WebArenaagents and tool usenone recordednone recorded0WebArena-Verifiedagents and tool usenone recordednone recorded0WildGuardTestsafetynone recordednone recorded2WorldScoreworld models and roboticsDuan et al., Stanford (ICCV 2025)active8XSTestsafetynone recordednone recorded1
Where this comes from
Taxonomy and status from the benchmark section of the research notes.