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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 58 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-Hop Question AnsweringHotpotQAnlpretrieval search rag167Jun 12, 2026
Mathematical ReasoningAQUAllm chat instructionnlp167May 21, 2026
Image Quality AssessmentKADIDcomputer vision167Jun 16, 2026
Image ClassificationStanford Dogscomputer visionImage Classification on Stanford Dogs performance trend167Jun 11, 2026
Image ClassificationImageNet-16-120 NAS-Bench-201 (test)computer visionImage Classification on ImageNet-16-120 NAS-Bench-201 (test) performance trend167May 22, 2026
Visual GroundingRefCOCO (TestA)multimodalcomputer visionVisual Grounding on RefCOCO (TestA) performance trend167Jul 3, 2026
Image ClassificationOffice-Homecomputer visionImage Classification on Office-Home performance trend167May 7, 2026
Node ClassificationAmazon Computersgraph167Jun 2, 2026
Natural Language InferenceXNLI (test)nlpNatural Language Inference on XNLI (test) performance trend167Jun 2, 2026
Graph ClassificationPTCgraph167Feb 26, 2026
Image GeolocalizationIM2GPS3K (test)computer visionImage Geolocalization on IM2GPS3K (test) performance trend167Jul 7, 2026
Referring Expression ComprehensionRefCOCO+ (test-B)computer visionnlpReferring Expression Comprehension on RefCOCO+ (test-B) performance trend167Apr 10, 2026
Highlight DetectionQVHighlights (test)computer visionHighlight Detection on QVHighlights (test) performance trend167Apr 21, 2026
Language UnderstandingMMLU (test)nlp167May 29, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp166Jun 24, 2026
Video Question AnsweringVideoMMMUmultimodalcomputer vision166Jun 12, 2026
Reward ModelingRewardBenchllm chat instruction166Apr 10, 2026
Brain Tumor SegmentationBraTS 2023 (test)bio medicalcomputer vision166Jun 1, 2026
Long-context understandingLongBench (test)llm chat instructionnlpLong-context understanding on LongBench (test) performance trend166Jun 25, 2026
Semantic SegmentationPascal VOC 2012 (val)computer vision166May 28, 2026
Low-Light Image EnhancementLOL real v2 (test)computer vision166Jul 7, 2026
Video Action RecognitionKinetics-400 (val)computer visionVideo Action Recognition on Kinetics-400 (val) performance trend166Apr 30, 2026
Entity AlignmentDBP15K ZH-ENgraphEntity Alignment on DBP15K ZH-EN performance trend166Apr 16, 2026
Nested Named Entity RecognitionACE 2004 (test)nlpNested Named Entity Recognition on ACE 2004 (test) performance trend166Feb 26, 2026
Multimodal UnderstandingMMBench (MMB)multimodal166May 29, 2026