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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 1983 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual Place RecognitionSF-XL v1computer vision18Feb 26, 2026
Anomaly DetectionReal-IADtabular time series18Feb 26, 2026
Deepfake DetectionSID-Set (val)computer visionadversarial safety security18Feb 26, 2026
Medical Image SegmentationKvasir (test)bio medicalcomputer vision18Feb 26, 2026
Long-context multimodal evaluationMileBench (test)multimodalllm chat instruction18Feb 26, 2026
Question Answering and Commonsense ReasoningLM Eval ARCC, ARCE, HellaSwag, PIQA 0.4.4 standard (test)nlpllm chat instruction18Feb 26, 2026
Commonsense ReasoningBigBenchHardnlp18Feb 26, 2026
STEM Task EvaluationMMLU Biologynlpbio medical18Feb 26, 2026
STEM Task EvaluationMMLU Physicsnlpbio medical18Feb 26, 2026
STEM Task EvaluationMMLU Mathnlpbio medical18Feb 26, 2026
Robotic ManipulationMetaWorldrobotics embodied ai17Jul 8, 2026
Nodule & Tumor SegmentationDDTIcomputer visionbio medical17Jul 8, 2026
Code GenerationLiveCodeBench LCB-CPPcode developer ai17Jul 8, 2026
Language UnderstandingMMLUnlp17Jul 8, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp17Jul 8, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlp17Jul 8, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp17Jul 8, 2026
Mathematical ReasoningMath500llm chat instructionnlp17Jul 8, 2026
Code GenerationMBPPcode developer ai17Jul 8, 2026
Code GenerationHumanEvalcode developer ai17Jul 8, 2026
Instruction FollowingIFEvalllm chat instruction17Jul 8, 2026
Science Question AnsweringGPQAnlpbio medical17Jul 8, 2026
Out-of-Distribution DetectionCIFAR-100 InD Average OOD Suitecomputer visiontabular time series17Jul 8, 2026
Out-of-Distribution DetectionCIFAR-100 InD TEXTURES OODcomputer visiontabular time series17Jul 8, 2026
All-cause mortality predictionClosed-weight benchmark cohort N = 200bio medicaltabular time series17Jul 7, 2026