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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1982 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual Question AnsweringOK-VQAmultimodalcomputer vision+118Feb 26, 2026
Echocardiography Video Segmentation and Ejection Fraction EstimationCAMUSbio medicalcomputer vision18Feb 26, 2026
Factuality EvaluationFACTORllm chat instructionnlp18Feb 26, 2026
Zero-shot Natural Language UnderstandingStandard Zero-shot NLU Suite (ARC-challenge, ARC-easy, BoolQ, HellaSwag, LAMBADA, PIQA, RACE, SciQ, Record, OBQA)nlp18Feb 26, 2026
Medical Image ClassificationChestX-ray14bio medicalcomputer vision18Feb 26, 2026
Part SegmentationPascal-Part-116 (test)computer vision18Feb 26, 2026
SummarizationSuperSummary (test)nlp18Feb 26, 2026
SummarizationMulti-LexSum (test)nlp18Feb 26, 2026
Image ClassificationCIFAR-100 instance-dependent noise (IDN) (test)computer vision18Feb 26, 2026
Image ClassificationCIFAR-10 instance-dependent noise (IDN) (test)computer vision18Feb 26, 2026
Embedding Space AnalysisOpenWebTextnlp18Feb 26, 2026
Dichotomous Image SegmentationDIS5K (val)computer vision18May 15, 2026
Lesion SegmentationBLbio medicalcomputer vision18Feb 26, 2026
Lesion SegmentationLIbio medicalcomputer vision18Feb 26, 2026
Lesion SegmentationCPbio medicalcomputer vision18Feb 26, 2026
Lesion SegmentationADCbio medicalcomputer vision18Feb 26, 2026
Lesion SegmentationBTbio medicalcomputer vision18Feb 26, 2026
Lesion SegmentationWAbio medicalcomputer vision18Feb 26, 2026
Visual LocalizationAachen Day-Night 1.0 (Night)computer vision3d vision geometry18Feb 26, 2026
Continual Anomaly DetectionVisA Setting 5: 11-1 with 1 Stepcomputer visiontabular time series18Jun 2, 2026
Instruction FollowingVicunallm chat instruction18Feb 26, 2026
SummarizationSamSum (test)nlp18Feb 26, 2026
NL2Code SearchCSN (CodeSearchNet) (test)code developer airetrieval search rag18Feb 26, 2026
AttributionQuoteSum (test)retrieval search ragnlp18Feb 26, 2026
Brain Disorder ClassificationADNI Tenfold cross-validationbio medical18Feb 26, 2026