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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 482 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multiple Choice QuestionsFour-domain MCQ (test)nlp43Jun 9, 2026
ReasoningARC Challengellm chat instructionnlp43Jun 9, 2026
Face VerificationLFWcomputer vision43Jun 4, 2026
Semantic SegmentationADE20Kcomputer vision43Jul 7, 2026
Time-Series ClassificationWISDM 2tabular time series43Jun 23, 2026
Question AnsweringSearchQAnlp43Jun 19, 2026
Mathematical ReasoningAIME 24 (test)llm chat instructionnlp43Jun 23, 2026
Unconditional generationLM1B sequence length 128nlp43May 11, 2026
Language ModelingWikiText-103nlp43May 19, 2026
Synthetic Text GenerationMIMIC IV (test)nlp43May 6, 2026
Mathematical ReasoningMATHllm chat instructionnlp43Jun 4, 2026
Discriminative Object HallucinationPOPE MSCOCO Adversarialcomputer visionmultimodal43Jun 1, 2026
Semantic SegmentationPascal Context 60 with backgroundcomputer vision43Apr 29, 2026
Tabular Synthetic Data GenerationDefaulttabular time series43May 19, 2026
Safety ClassificationToxicChat (test)adversarial safety security43May 26, 2026
Proactive dialogueESConvllm chat instruction43Jun 15, 2026
Multi-modal EvaluationMMEmultimodal43Jun 26, 2026
Instance SegmentationCOCOcomputer vision43May 19, 2026
Code Authorship AttributionCoDET-M4code developer ai43Apr 21, 2026
Code Authorship AttributionLLMAuthorBenchcode developer ai43Apr 21, 2026
Mathematical ReasoningMath-500llm chat instructionnlp43Apr 21, 2026
Question AnsweringTruthfulQAnlp43May 15, 2026
Mathematical reasoningGSM8K (test)llm chat instructionnlp43Jun 29, 2026
Hallucination DetectionPOPEllm chat instructionnlp43Jun 26, 2026
Mathematical ReasoningMathVista minillm chat instructionnlp43Jul 7, 2026