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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 28 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Word Sense DisambiguationWiCnlpWord Sense Disambiguation on WiC performance trend261May 29, 2026
Question Answering2WIKInlp260Jul 8, 2026
Intent ClassificationBanking77nlp260Jun 1, 2026
Image ClassificationImageNet (val)computer vision260Jun 23, 2026
Image Super-ResolutionManga109 (test)computer visionImage Super-Resolution on Manga109 (test) performance trend260Apr 24, 2026
Question AnsweringSQuAD v1.1 (test)nlpQuestion Answering on SQuAD v1.1 (test) performance trend260Feb 27, 2026
Object Hallucination EvaluationPOPEmultimodalcomputer visionObject Hallucination Evaluation on POPE (Accuracy Only) performance trend259Jun 30, 2026
Language ModelingFineWeb (val)nlp259Jun 30, 2026
Mathematical Multimodal ReasoningMathVersemultimodalnlpMathematical Multimodal Reasoning on MathVerse performance trend259May 27, 2026
Commonsense ReasoningARC ChallengenlpCommonsense Reasoning on ARC Challenge performance trend259Jun 16, 2026
Referring Expression SegmentationRefCOCO (testB)computer visionmultimodalReferring Expression Segmentation on RefCOCO (testB) performance trend259Jun 4, 2026
Image DeblurringRealBlur-J (test)computer visionImage Deblurring on RealBlur-J (test) performance trend259Jun 5, 2026
Reading ComprehensionBoolQnlpReading Comprehension on BoolQ (Accuracy) performance trend258Jun 24, 2026
Concept AttributioniSarcasmcomputer visionnlp258Feb 26, 2026
Question AnsweringGPQAnlp258Feb 26, 2026
Visual Question AnsweringVQA v2multimodalcomputer vision+1Visual Question Answering on VQA v2 (Performance Score) performance trend257Jul 9, 2026
Image Super-ResolutionRealSRcomputer visionImage Super-Resolution on RealSR performance trend257Jun 30, 2026
Image EditingPIE-Benchimage generation editingImage Editing on PIE-Bench performance trend257Jul 3, 2026
Action RecognitionSomething-Something v1 (val)computer visionAction Recognition on Something-Something v1 (val) performance trend257Feb 27, 2026
Temporal Action LocalizationActivityNet 1.3 (val)computer visionTemporal Action Localization on ActivityNet 1.3 (val) performance trend257Feb 26, 2026
RGB-T TrackingLasHeR (test)computer vision257Mar 24, 2026
Video Question AnsweringEgoSchema (Full)multimodalcomputer visionVideo Question Answering on EgoSchema (Full) performance trend256Jun 30, 2026
Object DetectionDOTA 1.0 (test)computer visionObject Detection on DOTA 1.0 (test) performance trend256Mar 11, 2026
Text-to-Video retrievalLSMDC (test)multimodalretrieval search rag256Jun 18, 2026
Face VerificationAgeDB-30computer visionFace Verification on AgeDB-30 performance trend256Jun 11, 2026