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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 33 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Code GenerationMBPP+code developer aiCode Generation on MBPP+ (pass@1) performance trend238Jun 1, 2026
DehazingSOTScomputer vision238May 19, 2026
Image ClassificationDomainNetcomputer vision238May 12, 2026
Question AnsweringTriviaQAnlpQuestion Answering on TriviaQA performance trend238Mar 30, 2026
Link PredictionWN18RRgraphLink Prediction on WN18RR performance trend238Jun 9, 2026
Graph ClassificationMUTAG (test)graphGraph Classification on MUTAG (test) performance trend238Jul 7, 2026
Robot ManipulationLIBERO (test)robotics embodied aiRobot Manipulation on LIBERO (test) performance trend237Jul 1, 2026
Vision-and-Language NavigationREVERIE (val unseen)robotics embodied aimultimodalVision-and-Language Navigation on REVERIE (val unseen) performance trend237Jul 2, 2026
Object DetectionCOCOcomputer visionObject Detection on COCO (AP^b, AP^b_50, AP^b_75) performance trend237Mar 31, 2026
Time series forecastingelectricity (test)tabular time seriesTime Series Forecasting on Electricity (test) performance trend237Jun 19, 2026
Video Object SegmentationDAVIS 2017 (test-dev)computer visionVideo Object Segmentation on DAVIS 2017 (test-dev) performance trend237Feb 26, 2026
Image ClassificationImageNet 2012 (val)computer visionImage Classification on ImageNet 2012 (val) performance trend237Jun 9, 2026
Machine TranslationWMT En-Fr 2014 (test)nlpMachine Translation on WMT En-Fr 2014 (test) performance trend237Feb 26, 2026
Instance SegmentationCOCO 2017computer vision236May 13, 2026
Visual Question AnsweringGQA (test-dev)multimodalcomputer vision+1Visual Question Answering on GQA (test-dev) performance trend236Jun 2, 2026
Graph ClassificationMUTAG (10-fold cross-validation)graphGraph Classification on MUTAG (10-fold cross-validation) performance trend236Jun 11, 2026
Medical Image SegmentationBUSI (test)bio medicalcomputer visionMedical Image Segmentation on BUSI (test) performance trend236Jul 3, 2026
Video Depth EstimationSintel3d vision geometrycomputer vision235Jun 2, 2026
Semantic SegmentationADE20K A-150computer vision235Jun 9, 2026
Interactive SegmentationBerkeleycomputer visionInteractive Segmentation on Berkeley performance trend235Apr 15, 2026
Document-level Relation ExtractionDocRED (dev)nlpDocument-level Relation Extraction on DocRED (dev) performance trend235Apr 10, 2026
Few-shot image classificationMini-Imagenet (test)computer vision235Feb 26, 2026
Image ClassificationImageNet (test)computer vision235Jun 15, 2026
Node classificationOgbn-arxivgraphNode Classification on Ogbn-arxiv performance trend235May 19, 2026
Radiology Report GenerationMIMIC-CXR (test)computer visionnlp+1Radiology Report Generation on MIMIC-CXR (test) performance trend235Jun 30, 2026