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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 266 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Long Video UnderstandingMLVU (dev)computer vision63Jun 11, 2026
Node classificationCiteSeergraph63Jun 19, 2026
Video GenerationPhysics-IQvideo generation editing63Jun 5, 2026
Image ClassificationImageYellowcomputer vision63May 21, 2026
Image ClassificationImageMeowcomputer vision63May 21, 2026
PansharpeningQB (QuickBird) full-resolution (test)computer vision63Jun 17, 2026
Image ClassificationCIFAR-10 (Forget)computer vision63Apr 10, 2026
Audio ReconstructionAudioSet (eval)speech audio63Mar 24, 2026
Question AnsweringASQAnlp63Jun 30, 2026
Open-Vocabulary Semantic SegmentationADE-847computer vision63Apr 15, 2026
Class-Incremental LearningCIFAR-100 B0_Inc5computer visiontabular time series63May 29, 2026
Harmful question-answeringBeaverTails HarmfulQA (1k and 10k samples)adversarial safety securityllm chat instruction63Feb 26, 2026
Concept AccuracyBroden simplified (test)computer vision63Feb 26, 2026
Mathematical ReasoningCMATHllm chat instructionnlp63May 21, 2026
Visual Speech RecognitionLRS3speech audiocomputer vision63Mar 24, 2026
Text ClassificationAmazonnlp63Mar 4, 2026
Image-to-Text RetrievalCOCO 5K (test)multimodalretrieval search rag63Jun 26, 2026
Multimodal Understanding (Chinese)MMBench Chinesemultimodalnlp63May 19, 2026
Object TrackingVisEvent (test)computer visionObject Tracking on VisEvent (test) performance trend63Feb 26, 2026
Conformal PredictionImageNettabular time series63Jun 8, 2026
Traffic ForecastingPEMS04tabular time series63Jun 1, 2026
Backdoor DefenseCIFAR10 (train)adversarial safety security63Feb 26, 2026
Object ClassificationModelNet40 1k pointscomputer vision63Feb 26, 2026
Semantic SegmentationWaymo Open Dataset (val)computer visionSemantic Segmentation on Waymo Open Dataset (val) performance trend63Feb 26, 2026
Language ModelingWikiText-2 raw (test)nlp63Jun 2, 2026