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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 1638 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Long-horizon Question AnsweringLoCoMo Single-Hop 1.0llm chat instructionnlp20Feb 26, 2026
Long-horizon Question AnsweringLoCoMo Open-Domain 1.0llm chat instructionnlp20Feb 26, 2026
Long-horizon Question AnsweringLoCoMo Temporal 1.0llm chat instructionnlp20Feb 26, 2026
Long-horizon Question AnsweringLoCoMo Multi-Hop 1.0llm chat instructionnlp20Feb 26, 2026
Conversational Question AnsweringLoCoMo Overallnlpllm chat instruction20Feb 26, 2026
Conversational Question AnsweringLoCoMo Single-Hopnlpllm chat instruction20Feb 26, 2026
Conversational Question AnsweringLoCoMo Open-Domainnlpllm chat instruction20Feb 26, 2026
Conversational Question AnsweringLoCoMo Temporalnlpllm chat instruction20Feb 26, 2026
Conversational Question AnsweringLoCoMo Multi-Hopnlpllm chat instruction20Feb 26, 2026
Multi-turn tool-use interactionVitaBenchagents tool use20Feb 26, 2026
Mathematical ReasoningOverall Macro-averagellm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningAICryptollm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningFinanceMathllm chat instructionnlp20Feb 26, 2026
Fact-checkingLIAR-RAWnlp20Feb 26, 2026
Automatic Speech Recognitionkathbath Tamilspeech audio20Feb 26, 2026
Automatic Speech RecognitionWenetSpeech Yue longspeech audio20Apr 21, 2026
Automatic Speech RecognitionWenetSpeech-Yue shortspeech audio20Apr 21, 2026
Agentic Tool-useACEBench (agent-task)agents tool use20Jul 9, 2026
Multilingual Language UnderstandingMMMLUnlp20Jul 7, 2026
Conversational Query RetrievalTopiOCQAretrieval search ragnlp20Feb 26, 2026
Open-ended Information SeekingInfinity-Chat (test)retrieval search ragllm chat instruction20Feb 26, 2026
Mathematical ReasoningMATH level 5llm chat instructionnlp20May 26, 2026
Natural Language InferenceEntailmentBank (test)nlp20Feb 26, 2026
ReasoningProcessBenchllm chat instructionnlp20Jul 2, 2026
CBT conversation generationEmoLLM (test)llm chat instructionnlp20Feb 26, 2026