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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 63 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual GroundingRefCOCOg (test)multimodalcomputer visionVisual Grounding on RefCOCOg (test) performance trend160Jul 3, 2026
Video-to-Text RetrievalActivityNetmultimodal160Jul 2, 2026
Text DetectionTotal-Textcomputer visionText Detection on Total-Text performance trend160May 19, 2026
Multi-view 3D ReconstructionShapeNetr2n2 (test)3d vision geometry160Feb 26, 2026
Speech SeparationWSJ0-2Mix (test)speech audioSpeech Separation on WSJ0-2Mix (test) performance trend160Jul 3, 2026
Referring Expression ComprehensionRefCOCO (test-B)computer visionnlp160Apr 10, 2026
Language UnderstandingMMLU 5-shotnlpLanguage Understanding on MMLU (5-shot) performance trend160Jun 26, 2026
Information Visual Question AnsweringInfoVQAmultimodalnlp+1159Jun 19, 2026
Text-to-SpeechSeed-TTS en (test)speech audio159Jul 8, 2026
Chart UnderstandingChartQAcomputer visionnlpChart Understanding on ChartQA performance trend159May 21, 2026
Inductive dynamic link predictionReddit (inductive)graph159Jul 7, 2026
Two-sample testingHIGGStabular time series159Jun 9, 2026
Image ClassificationImageNet-LT (test)computer visionImage Classification on ImageNet-LT (test) performance trend159May 29, 2026
Semantic SegmentationSYNTHIA to Cityscapescomputer vision159Jun 9, 2026
Facial landmark detection300W challengingcomputer vision159Feb 26, 2026
Monocular Depth EstimationKITTI Raw Eigen (test)3d vision geometrycomputer vision159Feb 26, 2026
Generalized Referring Expression SegmentationgRefCOCO (testA)computer visionGeneralized Referring Expression Segmentation on gRefCOCO (testA) performance trend159May 29, 2026
Human Mesh Recovery3DPW3d vision geometrycomputer visionHuman Mesh Recovery on 3DPW performance trend159May 15, 2026
Math Word Problem SolvingGSM8Kllm chat instructionnlp158May 19, 2026
Question AnsweringPopQAnlp158Jul 8, 2026
Image ClassificationImageNet 1kcomputer vision158Mar 5, 2026
Object Hallucination EvaluationMS-COCO POPE (Popular)multimodalcomputer vision158Jun 1, 2026
Backdoor AttackCIFAR10adversarial safety security158May 28, 2026
Anomaly DetectionMVTec-AD (test)tabular time series158Jun 16, 2026
Image ReconstructionImageNet (val)computer visionImage Reconstruction on ImageNet (val) performance trend158Jun 11, 2026