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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 94 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Musical Instrument ClassificationNSynthspeech audiocomputer visionMusical Instrument Classification on NSynth performance trend123Jun 5, 2026
Medical Image SegmentationSynapse (test)bio medicalcomputer vision123May 8, 2026
Car Object CountingCARPK (test)computer vision123Jun 24, 2026
Commonsense ReasoningCSQA (test)nlp123Jun 4, 2026
Code GenerationHumanEval+code developer ai122Jul 3, 2026
Image ClassificationCIFAR-10computer vision122Jun 29, 2026
Massive Multitask Language UnderstandingMMLU-PronlpMassive Multitask Language Understanding on MMLU-Pro (Accuracy) performance trend122Jun 16, 2026
Caption Hallucination EvaluationCHAIRcomputer visionmultimodal122Jun 30, 2026
Medical Question AnsweringPubMedQAbio medicalnlp122Jun 18, 2026
Visual Hallucination EvaluationMSCOCOcomputer visionmultimodal122Jun 24, 2026
Classic Image Super-ResolutionSet5computer vision122Mar 11, 2026
MathematicsMATH 500nlp122May 14, 2026
Composed Image RetrievalCIRCOcomputer visionnlpComposed Image Retrieval on CIRCO performance trend122Jul 3, 2026
Video Question AnsweringNEXT-QAmultimodalcomputer visionVideo Question Answering on NEXT-QA performance trend122Jul 7, 2026
Video Quality AssessmentLSVQ (test)computer visionVideo Quality Assessment on LSVQ (test) performance trend122May 21, 2026
Image ClassificationiNaturalist 2019computer vision122May 26, 2026
Semantic SegmentationPASCAL VOC augmented (val)computer vision122Feb 26, 2026
RGB-D Salient Object DetectionLFSDcomputer vision122Feb 26, 2026
Monocular Depth EstimationDDAD (test)3d vision geometrycomputer visionMonocular Depth Estimation on DDAD (test) performance trend122Jul 2, 2026
Video Frame InterpolationUCF101video generation editingcomputer visionVideo Frame Interpolation on UCF101 performance trend122Apr 21, 2026
Facial Landmark DetectionWFLW (test)computer visionFacial Landmark Detection on WFLW (test) performance trend122Feb 26, 2026
3D Human Pose EstimationMPI-INF-3DHP3d vision geometrycomputer vision3D Human Pose Estimation on MPI-INF-3DHP performance trend122May 15, 2026
Video segmentation from a sentenceA2D Sentences (test)computer visionnlpReferring Video Object Segmentation on A2D Sentences (test) performance trend122Feb 27, 2026
Instance SegmentationCityscapes (test)computer visionInstance Segmentation on Cityscapes (test) performance trend122Feb 26, 2026
Optical FlowKITTI 2015 (test)computer visionOptical Flow on KITTI 2015 (test) performance trend122Jun 30, 2026