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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 605 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Face VerificationIJB-Acomputer vision38Feb 26, 2026
Single Image DehazingSynthetic Images NREcomputer vision38Feb 26, 2026
Scene Text RecognitionIC 2003 (test)computer vision38Feb 26, 2026
Face Anti-SpoofingReplay-Attack (test)computer vision38Mar 4, 2026
Object DetectionVOC 07+12 (test)computer vision38Feb 27, 2026
RegressionUCI WINE (test)tabular time series38Jun 2, 2026
User-Generated Content Video Quality AssessmentLIVE-VQC original (test)video generation editingcomputer vision38Feb 26, 2026
Person Re-IdentificationCUHK03-NP source: DukeMTMC-reID (test)computer vision38Mar 17, 2026
Video RetrievalActivityNet-Captions (test)computer vision38Feb 26, 2026
Machine TranslationFLORES xx→en (test)nlp38Feb 26, 2026
Hypopnea DetectionSHHS (test)bio medicaltabular time series38Feb 26, 2026
Apnea DetectionSHHS (test)bio medicaltabular time series38Feb 26, 2026
Code SummarizationCodeXGLUEcode developer ainlp38Feb 26, 2026
Tool-use decision-makingMetaTool (test)agents tool use38Feb 26, 2026
Vulnerability DetectionPrimeVul (test)adversarial safety securitycode developer ai38Feb 26, 2026
Instance SegmentationOCHuman (test)computer vision38Feb 26, 2026
Pose EstimationMegaDepth 1500 (test)computer vision38Apr 8, 2026
Continual LearningStandard CL Benchmarkmiscellaneous38Feb 26, 2026
Mathematical ReasoningGSM8K and MATHllm chat instructionnlp38Jun 2, 2026
Multimodal Sentiment AnalysisCH-SIMS V2multimodalnlp38Apr 21, 2026
Video Frame PredictionKinetics-600video generation editingcomputer vision38Mar 13, 2026
Mathematical ReasoningMATH-500llm chat instructionnlp37Jun 26, 2026
Pulmonary nodule segmentationSingle-center external dataset (n=885) (test)bio medicalcomputer vision37Jun 23, 2026
Competitive Mathematical ReasoningAMC 2023nlpllm chat instruction37Jun 9, 2026
Competitive Mathematical ReasoningAIME 2024nlpllm chat instruction37Jun 9, 2026