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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 78 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Robot ManipulationLIBERO Objectrobotics embodied ai139Jun 23, 2026
Image ClassificationMNIST non-IID (test)computer vision139May 19, 2026
Node ClassificationMoviesgraphNode Classification on Movies performance trend139Jun 19, 2026
Text-to-SQLSpidernlpcode developer aiText-to-SQL on Spider performance trend139Jun 2, 2026
Image ClassificationUCF101computer visionOpen Set Image Classification on UCF101 performance trend139May 26, 2026
Temporal Video GroundingCharades-STA (test)computer visionnlp139Jun 5, 2026
Medical Image SegmentationKvasir-SEG (test)bio medicalcomputer vision139Jul 7, 2026
Node ClassificationarXiv-yeargraph139May 15, 2026
3D Multi-Object TrackingnuScenes (test)3d vision geometrycomputer vision139Mar 10, 2026
Object DetectionPASCAL VOC Novel Set 3 2007+2012computer vision139Feb 27, 2026
Image ClassificationCIFAR-100 NAS-Bench-201 (val)computer visionImage Classification on CIFAR-100 NAS-Bench-201 (val) performance trend139May 22, 2026
Object ClassificationVisDA synthetic-to-real 2017computer visionObject Classification on VisDA synthetic-to-real 2017 performance trend139May 26, 2026
Image ClassificationImageNet-C (test)computer vision139Jul 7, 2026
Grammatical Error CorrectionBEA shared task 2019 (test)nlpGrammatical Error Correction on BEA shared task 2019 (test) performance trend139Feb 26, 2026
Multi-class classificationVLCStabular time seriesMulti-class Classification on VLCS performance trend139Feb 26, 2026
Multimodal Machine TranslationMulti30K (test)multimodalnlp139Feb 26, 2026
Node ClassificationFilmgraph139May 21, 2026
Semantic SegmentationPascal Context 60computer vision139Apr 10, 2026
Subgraph Auto-tuningGPU representative-subgraphsgraph138Jun 9, 2026
Face VerificationBFWcomputer vision138Jun 4, 2026
Adversarial Attack TransferabilityCIFAR-100adversarial safety securitycomputer vision138May 19, 2026
Time Series ForecastingWeathertabular time series138Jun 24, 2026
Text GenerationWikiText-2nlp138Jun 5, 2026
Graduate-level Science ReasoningGPQAnlpbio medicalGraduate-level Science Reasoning on GPQA performance trend138Jul 8, 2026
Web navigationWebArenaagents tool userobotics embodied ai138Jul 9, 2026