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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 1063 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text Embedding EvaluationMTEB eng v2 (test)nlpretrieval search rag26Jun 25, 2026
Multiclass classificationclevelandtabular time series26Mar 12, 2026
Classificationdermatologycomputer visionnlp+326Jun 4, 2026
Mathematical ReasoningOlympiadBenchllm chat instructionnlp26Apr 3, 2026
Spoken Question AnsweringTriviaQAspeech audionlp26Jul 8, 2026
Scene ClassificationUCMercedcomputer vision26Jul 8, 2026
Autonomous DrivingNAVSIM (navtest)robotics embodied aicomputer vision26Apr 7, 2026
Whole-body pose estimationCOCO-WholeBody 1.0 2017 (val)computer vision26Mar 11, 2026
Social ReasoningTactfulToMllm chat instructionnlp26Mar 11, 2026
Social ReasoningHi-ToMllm chat instructionnlp26Mar 11, 2026
Social ReasoningMotiveBenchllm chat instructionnlp26Mar 11, 2026
Social ReasoningEmoBenchllm chat instructionnlp26Mar 11, 2026
Social ReasoningToMBench Hard (val)llm chat instructionnlp26Mar 11, 2026
Social ReasoningToMBenchllm chat instructionnlp26Mar 11, 2026
Instruction followingAlpacaEval High-Variance (Top 20%) 2.0llm chat instruction26Mar 10, 2026
Multi-turn instruction followingMT-Bench High-Variance (Top 20%)llm chat instruction26Mar 10, 2026
Instruction followingAlpacaEval 2.0 (Overall)llm chat instruction26Mar 10, 2026
Zero-shot EvaluationARC-Challenge, ARC-Easy, BoolQ, CrowS-Pairs, OpenBookQA, PIQA, RACE, SiQA, TruthfulQA, WinoGrande zero-shotnlpllm chat instruction26Mar 10, 2026
Node ClassificationCoragraph26Mar 10, 2026
Math & ReasoningMathVista minillm chat instructionnlp26May 12, 2026
Machine UnlearningImageNet Class Forgetting 3-class averageadversarial safety security26Mar 10, 2026
Visual Question AnsweringRealWorldQA (RWQA)multimodalcomputer vision+126Jun 5, 2026
Question AnsweringPopQAnlp26Mar 10, 2026
Job Shop Scheduling ProblemTaillard 30 x 15miscellaneous26May 19, 2026
Polarized Community DiscoveryWikiPgraph26Mar 10, 2026