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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 1573 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Self-Preference Bias AnalysisAlpacaEvalllm chat instruction20Apr 28, 2026
GUI Action PredictionGUI-Odysseycomputer visionnlp20May 12, 2026
Code ReasoningCRUX official (test)code developer ainlp20Apr 28, 2026
Correspondence-free point cloud registrationStanford 3D scanning repository3d vision geometrycomputer vision20Apr 27, 2026
ClusteringS3 N(200)tabular time series20Apr 27, 2026
ClusteringS2 N(150)tabular time series20Apr 27, 2026
ClusteringS1 N(150)tabular time series20Apr 27, 2026
Healthcare provider taxonomy code classificationHealthcare Taxonomybio medicalnlp20Apr 27, 2026
Organization-level SIC code classificationSIC Codenlp20Apr 27, 2026
Mispronunciation DetectionL2-ARCTIC (test)speech audio20Apr 27, 2026
Daily Irradiance ForecastingSolaris Real Experiments Location 4tabular time series20Apr 27, 2026
AttributionImageNet (val)retrieval search ragnlp20May 20, 2026
AttributionCOCO (val)retrieval search ragnlp20Apr 27, 2026
LLM Attack Effectiveness EvaluationLLM Attack Effectiveness Datasetadversarial safety securityllm chat instruction20Apr 24, 2026
Protein structure generationFoldseek AFDB clusters DFS (test)bio medical20Apr 24, 2026
Surgical Video Question AnsweringEndoVis18-VQA Out-of-templatecomputer visionnlp+120Jun 17, 2026
Surgical Video Question AnsweringEndoVis-VQA In-template 18computer visionnlp+120Jun 17, 2026
Scientific Poster GenerationPaper2Posterimage generation editing20Jul 7, 2026
Optic Disc SegmentationDrishti-GS (external val)computer visionbio medical20Apr 24, 2026
Optic Disc SegmentationIDRIDcomputer visionbio medical20Apr 24, 2026
Optic Disc SegmentationGoDARTScomputer visionbio medical20Apr 24, 2026
LLM evaluation correctnessPPE Correctness trackllm chat instruction20Apr 24, 2026
JailbreakingHarmful prompt (test)adversarial safety securityllm chat instruction20Jun 16, 2026
Sequential RecommendationEbnerdtabular time series20Apr 24, 2026
Sequential RecommendationMicroVideotabular time series20Apr 24, 2026