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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 1068 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Zero-shot ReasoningMathQAllm chat instructionnlp26Apr 3, 2026
Zero-shot ReasoningOpenbookQAllm chat instructionnlp26Apr 3, 2026
Code GenerationCodeContestscode developer ai26Feb 26, 2026
Projection onto the probability simplexProbability Simplexmiscellaneous26Feb 26, 2026
Visual Question AnsweringMMMU-Promultimodalcomputer vision+126May 22, 2026
Temporal Knowledge Graph Question AnsweringMultiTQ (test)graphnlp26Mar 4, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlp26Feb 27, 2026
Event Mention IdentificationM2E2 text-onlynlp26Mar 10, 2026
Function CallingBerkeley Function Call Leaderboard (BFCL) Live (Out-of-Domain)llm chat instructionagents tool use26Feb 26, 2026
Function CallingBerkeley Function Call Leaderboard (BFCL) Non-Live Out-of-Domainllm chat instructionagents tool use26Feb 26, 2026
Closed-ended Visual Question AnsweringLLS48-VQAmultimodalcomputer vision+126Feb 26, 2026
Closed-ended Visual Question AnsweringPitVQAmultimodalcomputer vision+126Feb 26, 2026
Skill assessmentCholec80 CVSmiscellaneous26Feb 26, 2026
Open-ended Visual Question AnsweringLLS48-VQAmultimodalcomputer vision+126Feb 26, 2026
Semantic SegmentationGraSPcomputer vision26Feb 26, 2026
Semantic SegmentationDSADcomputer vision26Feb 26, 2026
Semantic SegmentationCholecSeg8kcomputer vision26Feb 26, 2026
Instance SegmentationGraSPcomputer vision26Feb 26, 2026
Object DetectionGraSPcomputer vision26Feb 26, 2026
Code GenerationLiveCodeBench (LCB) V6code developer ai26Jul 7, 2026
CountingPixmo (test)computer vision26Jun 9, 2026
CountingPixmo (val)computer vision26Jun 9, 2026
Natural Language InferenceLogicNLInlp26Feb 26, 2026
Natural Language InferenceFOLIOnlp26Feb 26, 2026
NL-to-FOL Syntax CorrectnessLogicNLI (test)nlp26Feb 26, 2026