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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 2133 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningAIME 2025llm chat instructionnlp16Jun 11, 2026
HelpfulnessHH-RLHFllm chat instruction16Jun 9, 2026
Video Temporal GroundingActivityNetcomputer visionnlp16Jun 9, 2026
Video Question AnsweringSports-QA (test)multimodalcomputer vision16Jun 9, 2026
Human Preference AlignmentArena-Hardllm chat instruction16Jun 9, 2026
Implicit Content DetectionChLGBT Implicit (test)nlp16Jun 9, 2026
Portfolio ManagementDJIA 29 constituents 2014-2024 (test)tabular time series16Jun 9, 2026
Document Question AnsweringLongDocURL (test)nlpcomputer vision16Jun 9, 2026
Document Question AnsweringMMLongBench-Doc (test)nlpcomputer vision16Jun 9, 2026
MathematicsHMMT 2026nlp16Jun 23, 2026
General ReasoningReasoning Benchmarks Averagellm chat instructionnlp16Jun 9, 2026
Image ClassificationCIFAR-100 1.0 (Fourth Session Transition)computer vision16Jun 9, 2026
Image ClassificationCIFAR-100 Second Session Transition 1.0computer vision16Jun 9, 2026
Image ClassificationCIFAR-10 Fourth Session Transition 1.0computer vision16Jun 9, 2026
Image ClassificationCIFAR-10 Second Session Transition 1.0computer vision16Jun 9, 2026
Image ClassificationSVHN Fourth Session Transition 1.0computer vision16Jun 9, 2026
Image ClassificationSVHN Second Session Transition 1.0computer vision16Jun 9, 2026
Image ClassificationFMNIST Fourth Session Transition 1.0computer vision16Jun 9, 2026
Image ClassificationFMNIST 1.0 (Second Session Transition)computer vision16Jun 9, 2026
Image ClassificationMNIST 1.0 (Fourth Session Transition)computer vision16Jun 9, 2026
Image ClassificationMNIST 1.0 (Second Session Transition)computer vision16Jun 9, 2026
Inference Performance EvaluationGPU timing experiment 2K-8K context lengthsllm chat instruction16Jun 9, 2026
Ontology Concept Labeling EvaluationTrials Ingredient, Pizza, and Pizzeria lattices 14 and 15nlp16Jun 9, 2026
Multi-agent coordinationOvercooked-AI Mean of CR/AA/Ring/FC/CC layoutsrobotics embodied ai16Jun 9, 2026
Mixture-proportion estimationDLBCL flow-cytometry raw (two manual-gated cell populations)tabular time series16Jun 9, 2026