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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 1709 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Step-level reasoning verificationTripsllm chat instruction19Apr 23, 2026
Step-level reasoning verificationProofNetllm chat instruction19Apr 23, 2026
Step-level reasoning verificationGSM8kllm chat instruction19Apr 23, 2026
Mathematical ReasoningMetaMath Insufficientllm chat instructionnlp19Apr 23, 2026
Semantic SegmentationCOCO-S without backgroundcomputer vision19Apr 23, 2026
Simulated decision-makingSimulated decision-making GPT-4o-mini evaluated (test)llm chat instruction19Apr 23, 2026
Data ScienceScaling Law Discovery lr&bsztabular time series19Apr 27, 2026
Autonomous Agent Problem SolvingHumanity's Last Examagents tool usellm chat instruction19Apr 23, 2026
Node ClassificationWikiCSgraph19Jun 25, 2026
Hyperspectral Image ClassificationHouston (test)computer vision19Jun 2, 2026
Clusteringsemeiontabular time series19May 12, 2026
Scientific ReasoningGPQA Biology, Chemistry, Physicsnlp19Apr 23, 2026
Image ClassificationImageNet-Ccomputer vision19Apr 28, 2026
Egocentric Human Activity RecognitionEgoExo4Dcomputer vision19Apr 23, 2026
Dermoscopy Image Classification and Concept PredictionDerm7pt asymmetric filtering (test)computer visionbio medical19Apr 23, 2026
Concept PredictionDerm7pt symmetric filtering (test)bio medicalcomputer vision19Apr 23, 2026
Label ClassificationDerm7pt symmetric filtering (test)nlp19Apr 23, 2026
Continuous ControlMuJoCo Swimmer v4robotics embodied ai19May 21, 2026
Open-vocabulary semantic segmentationADE20K (val)computer vision19Jul 7, 2026
Syntactic Surprisal Update Measurement (KL-divergence)SAP All (full)nlp19Apr 21, 2026
Psychometric Predictive PowerSAP Allbio medical19Apr 21, 2026
Human Reading Time PredictionSAP Region of Interestnlp19Apr 21, 2026
Human Reading Time PredictionSAP All sentencesnlp19Apr 21, 2026
3D Object DetectionnuScenes (val)3d vision geometrycomputer vision19Apr 21, 2026
RecommendationAmazonBooktabular time series19Apr 21, 2026