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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 1251 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
General Problem SolvingMixed (AIME, GPQA, HLE, HotpotQA, ALFWorld)llm chat instructionnlp+124Feb 26, 2026
Humanities Question AnsweringHLEnlp24Feb 26, 2026
Multimodal Fact-Level AttributionVideo-MMMU 1.0 (sampled examples)multimodalnlp24Feb 26, 2026
Multimodal Fact-Level AttributionWorldSense 1.0 (sampled examples)multimodalnlp24Feb 26, 2026
Multi-Turn Function CallingBFCL Multi-Turn Base v3agents tool usellm chat instruction24Apr 20, 2026
Selective PredictionTriviaQA (test)nlp24Feb 26, 2026
Text-based safety moderationToxic Chatadversarial safety securitynlp24Feb 26, 2026
Orienteering ProblemOPmiscellaneous24Jun 4, 2026
Mathematical ReasoningMinervallm chat instructionnlp24Mar 25, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp24Mar 4, 2026
Knowledge TracingDBE-KT22tabular time series24Apr 14, 2026
Visual ReasoningHalluBenchmultimodalcomputer vision24Feb 26, 2026
Multi-hop Question Answering2WikiMultiHopQA N=200nlpretrieval search rag24Feb 26, 2026
Tool UseSynthetic Data (test)agents tool use24Feb 26, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp24Feb 26, 2026
Deep SearchBrowsecompretrieval search ragagents tool use24May 29, 2026
Hallucination DetectionMixture-domain TriviaQA, CSQA, Belebele, CoQA, Math, SVAMPllm chat instructionnlp24Feb 26, 2026
Code LocalizationSWE-bench Verified (test)code developer ai24Feb 26, 2026
Question AnsweringSTRATEGYQAnlp24Feb 26, 2026
Adversarial Risk EstimationHarmBench (test)adversarial safety security24Feb 26, 2026
General ReasoningMMLU-Pllm chat instructionnlp24Jun 1, 2026
Over-refusal AssessmentXS (test)llm chat instruction24Feb 26, 2026
Jailbreak Attack DefenseFORTRESSadversarial safety security24Feb 26, 2026
Jailbreak Attack DefensePAIRadversarial safety security24May 7, 2026
Jailbreak Attack DefenseGCGadversarial safety security24May 7, 2026