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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 128 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationStanfordCarscomputer vision100May 26, 2026
Robot ManipulationRoboTwin Randomized 2.0robotics embodied ai100Jul 8, 2026
Response Harmfulness DetectionHarmBenchadversarial safety security100Jun 1, 2026
Idiom recognition1,000 English idioms 1.0 (test)nlp100Feb 26, 2026
ReasoningARC Challengellm chat instructionnlpAccuracy Evaluation on ARC Challenge (Reasoning) performance trend100May 26, 2026
Long-context language understandingInfiniteBenchllm chat instructionnlpLong-context language understanding on InfiniteBench performance trend100Jun 9, 2026
ForecastingTraffictabular time series100Jun 9, 2026
Point Cloud ClassificationModelNet403d vision geometry100Feb 26, 2026
Point Cloud ClassificationScanObjectNN PB_T50_RS3d vision geometry100Apr 14, 2026
Graph regressionPeptides struct (test)graphbio medical+1100Jun 26, 2026
Medical Report GenerationMIMIC-CXR (test)bio medicalnlpMedical Report Generation on MIMIC-CXR (test) performance trend100Jun 1, 2026
Image RetrievalRevisited Paris (RPar) (Medium)retrieval search ragcomputer vision100Feb 27, 2026
Image DenoisingCBSD68 (test)computer vision100Apr 23, 2026
Monocular Depth EstimationKITTI Eigen split (test)3d vision geometrycomputer visionMonocular Depth Estimation on KITTI Eigen split (test) performance trend100Apr 3, 2026
Graph property predictionSIDERgraph100Jun 17, 2026
OOD detectionPlaces (OOD)computer visiontabular time seriesOOD detection on Places (OOD) performance trend100Apr 28, 2026
Polyp SegmentationCVC-ColonDBcomputer visionbio medicalPolyp Segmentation on CVC-ColonDB performance trend100Jul 7, 2026
Super-ResolutionDIV2K 1.0 (val)computer vision100Feb 26, 2026
Object DetectionPASCAL VOC Novel Set 2computer vision100Feb 27, 2026
Machine TranslationWMT 2014 (test)nlp100Feb 26, 2026
Facial Expression RecognitionFERPlus (test)computer visionFacial Expression Recognition on FERPlus (test) performance trend100Feb 26, 2026
Object DetectionPASCAL VOC 2007+2012 (test)computer vision100Jun 5, 2026
Semantic SegmentationS3DIScomputer visionSemantic Segmentation on S3DIS performance trend100Jul 1, 2026
3D Hand Pose EstimationNYU (test)3d vision geometry100Feb 26, 2026
Natural Language GenerationE2E (test)nlpNatural Language Generation on E2E (test) performance trend100May 12, 2026