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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 1658 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Feature MatchingMegaDepth extreme-scale (test)3d vision geometrycomputer vision20Feb 26, 2026
Relative Pose EstimationMegaDepth extreme-scale (test)3d vision geometry20Feb 26, 2026
Infrared Image ClassificationLLVIPcomputer vision20May 19, 2026
Cross-file code completionCrossCodeEval (test)code developer ai20Mar 18, 2026
DetectionKUMCcomputer vision20Feb 26, 2026
Open-domain Question AnsweringTriviaQAnlpretrieval search rag20Jun 11, 2026
Coreference ResolutionCLUEWSCnlp20Apr 30, 2026
Referring Expression GroundingRefCOCO+computer visionnlp20Jun 8, 2026
Referring Expression GroundingRefCOCOcomputer visionnlp20Jun 8, 2026
Instrument ClassificationBeijing Operacomputer vision20Jun 18, 2026
SegmentationOASIS3 (test)computer vision20Apr 23, 2026
SegmentationIBIS-subcort (test)computer vision20Feb 26, 2026
Math Word Problem solvingSVAMP English (test)llm chat instructionnlp20Feb 26, 2026
Semantic SegmentationPascalVOCcomputer vision20Apr 21, 2026
Face VerificationAgeDB-30computer vision20Feb 26, 2026
Long-term forecastingElectricitytabular time series20Feb 26, 2026
Unsupervised video summarizationTVSum (unsupervised)computer vision20Feb 26, 2026
Unsupervised video summarizationSumMe unsupervisedcomputer vision20Feb 26, 2026
Audio Question and AnsweringClothoAQAspeech audionlp20Feb 26, 2026
Image ClassificationCIFAR-10 standard (test)computer vision20Feb 26, 2026
Common-sense QAPIQAnlp20Jun 5, 2026
Multimodal UnderstandingSEED-Bench Image (test)multimodal20Feb 26, 2026
Image ClassificationStanfordCars (test)computer vision20Mar 30, 2026
Image ClassificationCIFAR-100computer vision20Feb 26, 2026
Semantic SegmentationCOCO 3697 labels (1/32)computer vision20Feb 26, 2026