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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 24 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image Super-ResolutionSet14computer visionImage Super-Resolution on Set14 (PSNR, SSIM, IFC) performance trend289Feb 26, 2026
Scene Text RecognitionSVT (test)computer vision289Feb 26, 2026
Mathematical ReasoningAIMEllm chat instructionnlp288Mar 5, 2026
Video Question AnsweringActivityNet-QA (test)multimodalcomputer visionVideo Question Answering on ActivityNet-QA (test) performance trend288Mar 20, 2026
Common-sense ReasoningCOPAnlpCommon-sense Reasoning on COPA performance trend288Jun 29, 2026
Video Anomaly DetectionUCF-Crimecomputer visionVideo Anomaly Detection on UCF-Crime performance trend288Jul 2, 2026
Panoptic SegmentationCityscapes (val)computer visionPanoptic Segmentation on Cityscapes (val) performance trend288May 19, 2026
Reasoning SegmentationReasonSeg (test)computer visionReasoning Segmentation on ReasonSeg (test) performance trend287Jul 8, 2026
Instruction FollowingMT-Benchllm chat instruction287Jun 29, 2026
Language GenerationWikiText2nlp287May 19, 2026
Image ClassificationCIFAR-100 (test)computer visionImage Classification on CIFAR-100 (test) (Standard Accuracy) performance trend287Mar 6, 2026
Image ClassificationImageNet-ReaLcomputer vision287Jul 9, 2026
Dynamic multi-objective optimizationDF and FDA benchmark suites (DF1-DF14, FDA1-FDA5) MIGD values Modifiedmiscellaneous285Apr 2, 2026
Node ClassificationPhotographNode Classification on Photo (accuracy) performance trend285Jun 30, 2026
Time Series ForecastingElectricitytabular time seriesTime Series Forecasting on Electricity (MSE, MAE) performance trend285Jun 17, 2026
Image ClassificationCIFAR10 (test)computer vision284Feb 27, 2026
Referring Expression SegmentationRefCOCO+ (val)computer visionmultimodalReferring Expression Segmentation on RefCOCO+ (val) performance trend284Jun 4, 2026
Reward ModelingRewardBenchllm chat instruction284Jul 7, 2026
Jailbreak AttackAdvBenchadversarial safety security283Jun 5, 2026
Visual Question AnsweringOKVQAmultimodalcomputer vision+1Visual Question Answering on OKVQA performance trend283Feb 27, 2026
Image ClassificationWaterbirdscomputer visionImage Classification on Waterbirds performance trend283Jul 2, 2026
Question AnsweringSciQnlp283Apr 8, 2026
Question AnsweringARC-Cnlp283Jun 8, 2026
Referring Image SegmentationRefCOCO (val)computer visionmultimodalReferring Image Segmentation on RefCOCO (val) performance trend283Jun 23, 2026
Commonsense ReasoningCommonsense Reasoning (BoolQ, PIQA, SIQA, HellaS., WinoG., ARC-e, ARC-c, OBQA) (test)nlp283Jul 1, 2026