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Benchmarks

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

309,131 benchmarksPage 1953 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Node ClassificationCiteseer120 1 (test)graph18Feb 26, 2026
Node ClassificationCiteseer370 1 (test)graph18Feb 26, 2026
Node ClassificationCora140 1 (test)graph18Feb 26, 2026
Node ClassificationCora390 1 (test)graph18Feb 26, 2026
Human Pose EstimationAIC (val)computer vision18Feb 26, 2026
Referring Expression ComprehensiongRefCOCO (testA)computer visionnlp18Feb 26, 2026
Machine TranslationJRC-Acquis En-De (test)nlp18Feb 26, 2026
Machine TranslationJRC-Acquis En-De (dev)nlp18Feb 26, 2026
Machine TranslationJRC-Acquis De-En (dev)nlp18Feb 26, 2026
Machine TranslationJRC-Acquis En-Es (dev)nlp18Feb 26, 2026
Machine TranslationJRC-Acquis Es-En (dev)nlp18Feb 26, 2026
Node ClassificationSquirrel heterophilic (test)graph18May 8, 2026
Monocular Depth EstimationCityscapes dynamic object regions (test)3d vision geometrycomputer vision18Jul 2, 2026
Panoptic SegmentationCOCO closed-vocabularycomputer vision18Feb 26, 2026
Object DetectionCOCO-C 1.0 (test)computer vision18May 6, 2026
Novel View SynthesisDNA-Rendering (test)3d vision geometry18Jul 1, 2026
dMRI intensity inferenceHCP single-shell (b=3000) (test)bio medicalcomputer vision18Feb 26, 2026
dMRI intensity inferenceHCP single-shell (b=1000) (test)bio medicalcomputer vision18Feb 26, 2026
dMRI intensity inferenceHCP b=2000 shell (eight subjects)bio medicalcomputer vision18Feb 26, 2026
dMRI intensity inferenceHCP b=2000s/mm² shell (test)bio medicalcomputer vision18Feb 26, 2026
dMRI intensity inferenceHCP b=2000 shell (test)bio medicalcomputer vision18Feb 26, 2026
Object DetectionKITTI to Cityscapes-Car (K2C) (test)computer vision18Feb 26, 2026
Fine-grained recognitionBREEDS ENTITY-30 (test)computer vision18Feb 26, 2026
Fine-grained recognitionBREEDS ENTITY-13 (test)computer vision18Feb 26, 2026
Fine-grained recognitionBREEDS NONLIVING-26 (test)computer vision18Feb 26, 2026