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Benchmarks

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

309,131 benchmarksPage 1988 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text ClassificationOhsumednlp17Jun 24, 2026
Visual Mathematical ReasoningDynaMathmultimodalcomputer vision+117Jun 23, 2026
Text-to-SpeechSeed-TTS-Eval (test-hard)speech audio17Jun 23, 2026
Image DenoisingSIDD Rawcomputer vision17Jun 23, 2026
Fairness EvaluationGerman Credit Datasettabular time series17Jun 23, 2026
Medical Image SegmentationHecktor 2022bio medicalcomputer vision17Jun 23, 2026
Medical Image SegmentationAutoPET-IIbio medicalcomputer vision17Jun 23, 2026
Brain Tumor SegmentationBraTS 2021bio medicalcomputer vision17Jun 23, 2026
Medical Image SegmentationHecktor 2022bio medicalcomputer vision17Jun 23, 2026
Medical Image SegmentationAutoPET-IIbio medicalcomputer vision17Jun 23, 2026
Multi-Agent PathfindingRoom maprobotics embodied ai17Jun 23, 2026
Multi-Agent PathfindingGap maprobotics embodied ai17Jun 23, 2026
Visual Grounding3D FORCE REF 1.0 (test)multimodalcomputer vision17Jun 23, 2026
Spatial Reasoning3D FORCE SAG 1.0 (test)nlp17Jun 23, 2026
Out-of-Distribution DetectionBDD OpenImages ID OODcomputer visiontabular time series17Jun 23, 2026
Out-of-Distribution DetectionBDD ID MS-COCO OODcomputer visiontabular time series17Jun 23, 2026
Out-of-Distribution DetectionPASCAL VOC ID OpenImages OODcomputer visiontabular time series17Jun 23, 2026
Log-income regression (coefficient estimation)US Census Data (whole population)tabular time series17Jun 23, 2026
Regression coefficient estimationPoliteness dataset 5512 online requests (full)tabular time series17Jun 23, 2026
Language ModelingWikitext-2 v1 (test)nlp17Jun 23, 2026
Backlit Image EnhancementBacklit300 (test)computer vision17Jun 23, 2026
Backlit Image EnhancementBAID (test)computer vision17Jun 23, 2026
Generalized Category DiscoveryAircraftcomputer vision17Jun 23, 2026
German passivizationGerman passivization (generalization set)nlp17Jun 23, 2026
German passivizationGerman passivization (test)nlp17Jun 23, 2026