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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 2065 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Concept UnlearningI2Pcomputer visionnlp17Feb 26, 2026
ReasoningHMMTllm chat instructionnlp17Feb 26, 2026
Scientific Figure ReasoningCharXivcomputer visionnlp17Feb 26, 2026
General Visual ReasoningM3CoTcomputer visionmultimodal17Feb 26, 2026
Agentic ReasoningGAIA (val)agents tool use17Feb 26, 2026
Terminal task completionTerminal-bench 1.0code developer ai17Feb 26, 2026
Proactive Agent TaskTurtle-Gymagents tool use17Feb 26, 2026
Proactive Agent TaskTelepathy-Gymagents tool use17Feb 26, 2026
Proactive Agent TaskFunction-Gymagents tool use17Feb 26, 2026
Visual GroundingV* Benchmultimodalcomputer vision17May 18, 2026
Facial Expression RecognitionRML (test)computer vision17Feb 26, 2026
Sentiment AnalysisSST2nlp17Feb 26, 2026
Spoken Dialogue State TrackingMultiWOZ (test)speech audionlp+117Feb 26, 2026
Diabetic Retinopathy (DR) gradingRLDRbio medicalcomputer vision17Feb 26, 2026
Text-to-Video RetrievalMSRVTTmultimodalretrieval search rag17Feb 26, 2026
Web Search RetrievalMS MARCO (dev)retrieval search rag17Feb 26, 2026
Dynamic Scene ReconstructionNeural 3D Video 19 (full)3d vision geometrycomputer vision17Feb 26, 2026
Single-hop Question AnsweringFactrecall ennlpretrieval search rag17Feb 26, 2026
Single-hop Question AnsweringLoogle SDnlpretrieval search rag17Feb 26, 2026
Correlation with human evaluationSEEDA Fluency (E)nlp17Feb 26, 2026
Correlation with human evaluationSEEDA Fluency (S)nlp17Feb 26, 2026
Correlation with human evaluationSEEDA-S Basenlp17Feb 26, 2026
Event Argument ExtractionCASIEnlp17Apr 14, 2026
HarmlessnessToxigenadversarial safety security17Feb 26, 2026
Image ClassificationClassical SSL Benchmarks Overall (aggregated)computer vision17Feb 26, 2026