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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 1748 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Knapsack ProblemKP N=200, W=25miscellaneous19Feb 26, 2026
Knapsack ProblemKP N=100, W=25miscellaneous19Feb 26, 2026
Knapsack ProblemKP N=50, W=12.5miscellaneous19Feb 26, 2026
Question AnsweringAverage 10K contextnlp19Feb 27, 2026
Question AnsweringNQ 10K contextnlp19Feb 27, 2026
Question Answering2Wiki 30K contextnlp19Feb 27, 2026
Question Answering2Wiki 10K contextnlp19Feb 27, 2026
Question AnsweringHotpotQA 10K contextnlp19Feb 27, 2026
Multi-Armed BanditBanditmiscellaneous19Feb 26, 2026
General AI AssistantGAIA textllm chat instructionagents tool use+319Feb 26, 2026
Question AnsweringHotpotQA (val)nlp19May 27, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp19Feb 26, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlp19Feb 26, 2026
Full Trajectory PredictionEHRWorld-110K (test)bio medicaltabular time series19Feb 26, 2026
Hyper-Relational Link PredictionWD20K66 V2graph19Feb 26, 2026
Hyper-Relational Link PredictionWD20K100 V2graph19Feb 26, 2026
Hyper-Relational Link PredictionWD20K33 V1graph19Feb 26, 2026
Hyper-Relational Link PredictionWD20K66 V1graph19Feb 26, 2026
Explanation GenerationAmazon Beauty (test)nlp19Jun 30, 2026
Agent Capability EvaluationSEAL 0agents tool use19Apr 23, 2026
Knowledge-based reasoningRCWnlp19Feb 26, 2026
Knowledge-based reasoningEMGnlp19Feb 26, 2026
Knowledge-based reasoningECGnlp19Feb 26, 2026
Knowledge-based reasoningCTUnlp19Feb 26, 2026
Masked Entity PredictionGDELT standard (test)nlp19Feb 26, 2026