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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 301 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sentiment ClassificationSST-2nlp58Apr 15, 2026
Mathematical ReasoningAIME 26llm chat instructionnlp58May 29, 2026
Mathematical ReasoningGSM8K (test)llm chat instructionnlp58May 20, 2026
Adversarial AttackYelpadversarial safety securitycomputer vision58May 26, 2026
Image-to-Code GenerationSTEM2Code-Eval (1k samples)computer visioncode developer ai58Mar 12, 2026
Long-term forecastingWeathertabular time series58Jul 9, 2026
General QAPopQAnlp58May 11, 2026
Out-of-Distribution DetectionImageNet Far-OODcomputer visiontabular time series58Apr 20, 2026
Video Temporal GroundingActivityNet Groundingcomputer visionnlp58Mar 9, 2026
Micro-expression recognitionCASME II 5-classcomputer vision58Jun 29, 2026
Mathematical ReasoningDeepMathllm chat instructionnlp58Jun 5, 2026
Large Language Model EvaluationMMLU, GSM8k, HellaSwag, WinoGrandellm chat instruction58Mar 4, 2026
Video Frame InterpolationVimeo90K septupletvideo generation editingcomputer vision58Mar 4, 2026
Omni-modal agentic tasksOmniGAIAagents tool usemultimodal58Jun 15, 2026
ReasoningStrategyQAllm chat instructionnlp58Jun 30, 2026
Diagram UnderstandingAI2D 1.0 (test)computer visionnlp58Feb 27, 2026
ReasoningAIME 24llm chat instructionnlp58Mar 10, 2026
Deep ResearchDeepResearch Benchmiscellaneous58Jul 2, 2026
Image ClassificationEUROSATcomputer vision58May 22, 2026
Code generationMBPPcode developer ai58May 27, 2026
Trajectory PlanningNuScenesrobotics embodied ai3d vision geometry58May 27, 2026
Mathematical Problem SolvingMinervaMath (test)nlpagents tool use58Jun 16, 2026
Molecule GenerationQM9 2014 (test)bio medical58Jun 1, 2026
Time Series ForecastingTourism Quarterlytabular time series58Apr 14, 2026
Graph Anomaly DetectionT-Financegraph58May 28, 2026