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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 306 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Real-world Question AnsweringRealWorldQAretrieval search ragnlp58Mar 24, 2026
Machine Reading ComprehensionSQuADnlp58Feb 26, 2026
Semantic SegmentationUAVid (test)computer vision58Apr 30, 2026
Image ClassificationPets (test)computer vision58May 15, 2026
ChatAlpacaEval 2.0 (test)llm chat instruction58May 19, 2026
Instruction Following and Helpfulness EvaluationAlpacaEval 2.0llm chat instruction58Feb 26, 2026
Text-to-image synthesisCOCOimage generation editing57Jul 9, 2026
Image DenoisingSet12 Parrot (test)computer vision57Jun 5, 2026
Image DenoisingSet12 Monarch (test)computer vision57Jun 5, 2026
Symbolic RegressionSRBench Feynman (test)miscellaneous57May 27, 2026
Open-Vocabulary Object DetectionOV-LVIS (val)computer vision57Jun 9, 2026
Continual LearningStandard CL benchmark (Yelp, Amazon, DBpedia, Yahoo, AG News) latest (test)miscellaneous57May 22, 2026
Spatial Relationship ReasoningSPAR-Benchcomputer vision3d vision geometry57Jul 2, 2026
Perioperative infection predictionINSPIRE cohort (test)bio medicaltabular time series57May 19, 2026
Unplanned ICU admission predictionINSPIRE cohort Supplementary (test)bio medicaltabular time series57May 19, 2026
Prolonged hospital stay predictionINSPIRE cohort (test)bio medicaltabular time series57May 19, 2026
In-hospital mortality predictionINSPIRE cohort Supplementary Table 26 (test)bio medicaltabular time series57May 19, 2026
Herb-Herb Interaction (HHI) PredictionITCM (TCMM)bio medical57May 19, 2026
Commonsense QACommonsense QA (ARC-E, ARC-C, HellaS, WinoG, BoolQ, OBQA, RTE, CoPa, Race) zero-shotnlpllm chat instruction57May 18, 2026
Efficiency BenchmarkingQwen3-8B Single-layer forward+backward setupcomputer vision57May 18, 2026
Code GenerationMBPP 3-shotcode developer ai57Jun 9, 2026
Multi-label bioacoustic classificationBirdSet HSNspeech audiobio medical57Jun 1, 2026
Multi-label bioacoustic classificationBirdSet PERspeech audiobio medical57Jun 1, 2026
Multi-label bioacoustic classificationBirdSet POWspeech audiobio medical57Jun 1, 2026
Long-context ManagementLoCoMollm chat instruction57May 12, 2026