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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 59 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Short-term forecastingM4 Quarterlytabular time series166Jun 1, 2026
Referring Video Object SegmentationMeViS (val)computer visionmultimodalReferring Video Object Segmentation on MeViS (val) performance trend166May 14, 2026
L1 distance computationHigh-dimensional WAN setting for L1 distancemiscellaneous165Jun 16, 2026
Robotic ManipulationLIBEROrobotics embodied ai165Jul 7, 2026
Jailbreak RobustnessWildJailbreakadversarial safety security165Jun 25, 2026
Chart Question AnsweringChartQAcomputer visionnlp165Jul 7, 2026
Image ClassificationImageNet (val)computer visionImage Classification on ImageNet (val) (Standard Top-1/Top-5 Accuracy) performance trend165Jun 26, 2026
Action RecognitionNTU-60 (xview)computer vision165Jun 30, 2026
Image GenerationImageNet 256 10k samplesimage generation editing165Mar 17, 2026
Heart Rate EstimationPUREbio medicalcomputer visionHeart Rate Estimation on PURE performance trend165Jul 1, 2026
Video Action RecognitionUCF101computer vision165May 28, 2026
Image ClassificationImageNet Mobile Setting (test)computer visionImage Classification on ImageNet Mobile Setting (test) performance trend165Feb 26, 2026
Image ClassificationCaltech (test)computer vision165Apr 9, 2026
Generalized Referring Expression SegmentationgRefCOCO (val)computer visionGeneralized Referring Expression Segmentation on gRefCOCO (val) performance trend165May 29, 2026
3D Hand ReconstructionFreiHAND (test)3d vision geometrycomputer vision3D Hand Reconstruction on FreiHAND (test) performance trend165Apr 23, 2026
Referring Video Object SegmentationRef-DAVIS 17computer visionmultimodal165Jun 26, 2026
Code GenerationMBPPcode developer ai165May 25, 2026
Malware DetectionAndrozoocomputer visionnlp+1164May 7, 2026
CodingHumanEval+code developer ai164Jun 9, 2026
Scientific ReasoningSciWorldnlp164Feb 26, 2026
GUI GroundingOSWorld-Gcomputer visionnlp164Jul 1, 2026
Visual GroundingRefCOCO (TestB)multimodalcomputer visionVisual Grounding on RefCOCO (TestB) performance trend164Jul 3, 2026
Text ClassificationMR (test)nlpText Classification on MR (test) performance trend164Jun 26, 2026
Shape Part SegmentationShapeNet (test)computer visionShape Part Segmentation on ShapeNet (test) performance trend164Apr 14, 2026
Link PredictionFB15K (test)graphLink Prediction on FB15K (test) performance trend164Feb 26, 2026