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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 26 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Referring Image SegmentationRefCOCO+ (test B)computer visionmultimodalReferring Image Segmentation on RefCOCO+ (test B) performance trend276Jun 23, 2026
Math ReasoningGSM8K (test)llm chat instructionnlpMath Reasoning on GSM8K (test) performance trend276Jun 9, 2026
text-to-motion mappingKIT-ML (test)computer visionnlp275Feb 27, 2026
Graph ClassificationNCI109graph275Jun 16, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp274Jun 25, 2026
Question ClassificationTRECnlp274Jun 4, 2026
RecommendationGowalla (test)tabular time seriesRecommendation on Gowalla (test) performance trend274Jun 17, 2026
Science Question AnsweringScienceQA (test)nlpbio medicalScience Question Answering on ScienceQA (test) performance trend273Jun 1, 2026
Image ClassificationCIFAR-10 (test)computer visionAdversarial Robust Image Classification on CIFAR-10 (test) performance trend273Feb 26, 2026
Referring Expression SegmentationRefCOCO (val)computer visionmultimodalReferring Expression Segmentation on RefCOCO (val) performance trend273Jun 4, 2026
Arithmetic ReasoningGSM8Knlpllm chat instruction272May 27, 2026
Image ClassificationEMNIST (test)computer vision272Jun 24, 2026
Image ClassificationDomainNet (test)computer visionImage Classification on DomainNet (test) performance trend272Jun 16, 2026
Action RecognitionNTU-60 (xsub)computer vision271Jun 30, 2026
Jailbreak AttackAdvBenchadversarial safety security271May 22, 2026
Image Super-ResolutionBSD100computer visionImage Super-Resolution on BSD100 (PSNR, SSIM, NIQE, SR score, PI) performance trend271Mar 11, 2026
Graph ClassificationPTC-MRgraphGraph Classification on PTC-MR performance trend271Jun 26, 2026
Text-to-Video RetrievalMSR-VTT (test)multimodalretrieval search rag271Jun 19, 2026
Text-to-Image GenerationDPGimage generation editing270Jun 11, 2026
Image Compressive SensingUrban100computer vision270Jun 4, 2026
Human-Object Interaction DetectionV-COCO (test)computer visionHuman-Object Interaction Detection on V-COCO (test) performance trend270Apr 2, 2026
Multiple Choice Question AnsweringARC EasynlpMultiple Choice Question Answering on ARC Easy performance trend269Jul 2, 2026
Image ClassificationTiny-ImageNetcomputer visionImage Classification on Tiny-ImageNet performance trend269Apr 24, 2026
ReasoningARCllm chat instructionnlp269Jun 19, 2026
Node ClassificationRedditgraph268Jun 23, 2026