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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 32 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Science ReasoningGPQAnlpbio medical243Apr 15, 2026
Face VerificationIJB-Ccomputer vision243Jun 11, 2026
Code GenerationMBPP+code developer aiCode Generation on MBPP+ performance trend243Jun 15, 2026
Jailbreak AttackJailbreakBenchadversarial safety security242May 22, 2026
Code GenerationCodecode developer ai242Feb 26, 2026
Object DetectionMS COCO (val)computer visionObject Detection on MS COCO (val) performance trend242Jun 29, 2026
ReasoningARC Easyllm chat instructionnlp242Jul 9, 2026
Mathematical ReasoningHMMT 2025llm chat instructionnlpMathematical Reasoning on HMMT 2025 performance trend241Jul 1, 2026
Node classificationPhoto (test)graphNode Classification on Photo (test) performance trend241Jun 23, 2026
Black-box Adversarial AttackCtrSVDDadversarial safety securitycomputer vision240Jun 1, 2026
Multi-modal EvaluationMMEmultimodalMulti-modal Evaluation on MME (Score Metric) performance trend240Jul 9, 2026
Augmented Capacitated Vehicle Routing ProblemACVRP A-G and A-U (120 instances)miscellaneous240Feb 26, 2026
Referring Video Object SegmentationRef-DAVIS 2017 (val)computer visionmultimodalReferring Video Object Segmentation on Ref-DAVIS 2017 (val) performance trend240Jun 8, 2026
Image ClassificationCIFAR10computer vision240Feb 27, 2026
Visual Speech RecognitionLRS3 (test)speech audiocomputer visionVisual Speech Recognition on LRS3 (test) performance trend240Jun 2, 2026
Video Object SegmentationYouTube-VOS 2019 (val)computer visionVideo Object Segmentation on YouTube-VOS 2019 (val) performance trend240Jul 7, 2026
Image ClassificationFashion MNISTcomputer visionImage Classification on Fashion MNIST performance trend240Mar 31, 2026
Science Question AnsweringARC-Enlpbio medicalScience Question Answering on ARC-E performance trend240May 29, 2026
Long-term time-series forecastingWeather (test)tabular time series240Jun 11, 2026
Visual Question AnsweringA-OKVQAmultimodalcomputer vision+1Visual Question Answering on A-OKVQA performance trend240Jul 2, 2026
Mathematical ReasoningMATH 500llm chat instructionnlpMathematical Reasoning on MATH 500 performance trend239Mar 24, 2026
Text-to-Image GenerationMJHQ-30Kimage generation editing239May 27, 2026
3D object detectionnuScenes v1.0 (test)3d vision geometrycomputer vision3D Object Detection on nuScenes v1.0 (test) performance trend239Jul 2, 2026
Action RecognitionNTU-120 (cross-subject (xsub))computer vision239Apr 21, 2026
Node ClassificationCiteseergraph238Jun 11, 2026