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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 1925 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Constrained Machine TranslationSand-Glass Zh-De (test)nlp18Feb 26, 2026
Constrained Machine TranslationSand-Glass Zh-En (test)nlp18Feb 26, 2026
Mathematical ReasoningAIME AM24 AM25 (2024 2025)llm chat instructionnlp18Feb 26, 2026
Topic ModelingEC Newsnlp18May 6, 2026
Medical Question AnsweringMedical TF-QA (test)bio medicalnlp18Feb 26, 2026
SQL execution performanceSpider n=1034code developer ainlp18Feb 26, 2026
Conditional GenerationPileimage generation editing18Feb 26, 2026
Machine Translation Quality Estimation (Completeness)WMT DA 2022 (test)nlp18Feb 26, 2026
Machine Translation Quality Estimation (Coherence)WMT DA 2022 (test)nlp18Feb 26, 2026
Code GenerationLiveCodeBench pass@1 v5code developer ai18Feb 26, 2026
Length ExtrapolationRULERllm chat instruction18Feb 26, 2026
Long-context downstream tasksLongBench-E (test)llm chat instructionnlp18Feb 26, 2026
Sentence CompletionIndoCulture native prompts (test)nlp18Feb 26, 2026
Sentence CompletionArabCulture native prompts (test)nlp18Feb 26, 2026
Sentence completionArabCulturenlp18Feb 26, 2026
Sentence completionIndoCulturenlp18Feb 26, 2026
Hierarchical Text ClassificationAmazonnlp18May 21, 2026
Multilingual Reading ComprehensionBelebelenlpmultimodal18May 12, 2026
Mathematical ReasoningAIME24llm chat instructionnlp18Feb 26, 2026
Mathematical ReasoningMATH500llm chat instructionnlp18Feb 26, 2026
Multitask Language UnderstandingMMLU f_con o=5nlpllm chat instruction18Feb 26, 2026
Truthful Question AnsweringTruthfulQA f_con o=5llm chat instructionnlp18Feb 26, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlp18Feb 26, 2026
Multilingual Long Document RetrievalMLDR 13 (test)retrieval search ragnlp18Feb 26, 2026
Mathematical ReasoningHMMT 24llm chat instructionnlp18Feb 26, 2026