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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 11 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text-to-Image GenerationGenEvalimage generation editingText-to-Image Generation on GenEval performance trend459Jun 16, 2026
Multiple Object TrackingMOT20 (test)computer visionMultiple Object Tracking on MOT20 (test) performance trend458May 15, 2026
Image ClassificationFood101computer vision457Apr 7, 2026
3D Human Pose EstimationHuman3.6M (Protocol #1)3d vision geometrycomputer vision3D Human Pose Estimation on Human3.6M (Protocol #1) performance trend457Apr 30, 2026
Multi-task Language UnderstandingMMLUnlpllm chat instructionMulti-task Language Understanding on MMLU (MMLU Acc) performance trend456Jun 16, 2026
Graph ClassificationIMDB-BgraphGraph Classification on IMDB-B performance trend455Jul 3, 2026
Commonsense ReasoningWinograndenlpCommonsense Reasoning on Winogrande (accuracy) performance trend453May 28, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp452Jun 23, 2026
Long-term forecastingETTm1tabular time seriesLong-term forecasting on ETTm1 performance trend452Jun 23, 2026
Image-to-Text RetrievalFlickr30kmultimodalretrieval search rag451May 26, 2026
Image ClassificationSUN397computer vision450Apr 24, 2026
Language ModelingPenn Treebank (test)nlpLanguage Modeling on Penn Treebank (test) performance trend450Jul 7, 2026
Visual Mathematical ReasoningMathVistamultimodalcomputer vision+1Visual Mathematical Reasoning on MathVista performance trend448Jul 7, 2026
Language ModelingWikitext2nlp447Jun 12, 2026
GUI GroundingScreenSpot v2computer visionnlp447Jul 8, 2026
Node ClassificationPhotographNode Classification on Photo performance trend447Jun 11, 2026
Optical Flow EstimationKITTI 2015 (train)computer visionOptical Flow Estimation on KITTI 2015 (train) performance trend446Apr 14, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp442Mar 25, 2026
Image DeblurringGoProcomputer visionImage Deblurring on GoPro performance trend441Jul 2, 2026
Image ClassificationImageNet ILSVRC-2012 (val)computer visionImage Classification on ImageNet ILSVRC-2012 (val) performance trend441May 28, 2026
Sentence CompletionHellaSwagnlp440Jun 30, 2026
Video Question AnsweringActivityNet-QAmultimodalcomputer visionVideo Question Answering on ActivityNet-QA performance trend438Jun 23, 2026
Depth EstimationNYU v2 (test)3d vision geometryDepth Estimation on NYU v2 (test) performance trend438Jul 1, 2026
Multimodal UnderstandingMMMUmultimodalMultimodal Understanding on MMMU performance trend437Apr 2, 2026
Text-to-Image RetrievalFlickr30K 1K (test)multimodalretrieval search ragText-to-Image Retrieval on Flickr30K 1K (test) performance trend436Jul 3, 2026