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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 571 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Winograd Schema ChallengeWinoGrandenlp39May 8, 2026
Federated Backdoor DefenseCIFAR-10adversarial safety security39May 7, 2026
Membership Inference AttacknewsQAadversarial safety security39May 7, 2026
Membership Inference AttackSQuADadversarial safety security39May 7, 2026
Object ManipulationOGBench cube play (Double)robotics embodied aicomputer vision39Jun 9, 2026
Hallucination DetectionCoQAllm chat instructionnlp39May 27, 2026
Code GenerationLiveCodeBench v5code developer ai39Jun 9, 2026
Math ReasoningMATH 500llm chat instructionnlp39Apr 29, 2026
Anomaly LocalizationEyecandiescomputer vision39Jul 8, 2026
Imaging Platform ClassificationStreet View Imagerycomputer vision39Apr 23, 2026
View Direction ClassificationStreet View Imagerycomputer vision39Apr 23, 2026
Human Perception RegressionStreet View Imagerycomputer vision39Apr 23, 2026
Socio-economic Indicator RegressionStreet View Imagerycomputer visiontabular time series39Apr 23, 2026
Cultural Visual Question AnsweringCVQA (eval)computer visionnlp+139Apr 21, 2026
Task Addition8 classification datasets (Cars, DTD, EuroSAT, GTSRB, MNIST, RESISC45, SUN397, SVHN) (test)nlp39Jun 24, 2026
Tool SelectionMetaToolagents tool use39May 26, 2026
MathMATH500llm chat instruction39May 19, 2026
Multiple-choice audio understandingMMAU mini (test)speech audionlp39Jun 8, 2026
Genomic sequence modelingNucleotide Transformer (NT) 2.5B multi-speciesbio medical39Apr 16, 2026
Open-ended EvaluationBQDllm chat instruction39Apr 15, 2026
Multi-choice EvaluationBQDllm chat instruction39Apr 15, 2026
Preference EvaluationVCDllm chat instruction39Apr 15, 2026
Node classificationInstagram (test)graph39May 12, 2026
Question AnsweringMetaQA 3-hopnlp39Apr 24, 2026
Question AnsweringMetaQA 2-hopnlp39Apr 24, 2026