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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1330 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationTiny-ImageNet (test)computer vision23Jun 25, 2026
Image ClassificationiNaturalist IR=500 2018 (test)computer vision23Feb 26, 2026
Shadow DetectionISTDcomputer vision23Feb 26, 2026
Machine TranslationMSCOCO En-Denlp23Jun 16, 2026
Transfer LearningSentEval Transfer tasks (test)miscellaneous23Feb 26, 2026
Argument ClassificationWikiEvents (test)nlp23Feb 26, 2026
Language Modelingtext8nlp23Feb 26, 2026
Logical ReasoningReClor (test-H)nlp23Feb 26, 2026
Logical ReasoningReClor (test-e)nlp23Feb 26, 2026
Document RetrievalNQ 320k (test)retrieval search rag23Feb 26, 2026
Co-Salient Object DetectionCoSal 2015 (test)computer vision23Feb 26, 2026
Natural Language InferenceHANSnlp23Feb 27, 2026
Few-shot ClassificationOxford Flowerscomputer visionnlp+123Jul 8, 2026
3D Object DetectionDAIR-V2X (val)3d vision geometrycomputer vision23Jul 3, 2026
Relation ExtractionFewRelnlp23May 12, 2026
Image DehazingRESIDE SOTS 6K (mix)computer vision23Feb 26, 2026
Text-to-Video RetrievalMSRVTT 1K-A (test)multimodalretrieval search rag23Feb 26, 2026
Image ClassificationFlowercomputer vision23Mar 6, 2026
3D Point Cloud Semantic SegmentationSemanticSTF SemanticKITTI (val)3d vision geometry23Feb 26, 2026
Semantic SegmentationVOC 2012computer vision23Feb 26, 2026
6-DoF Object TrackingYCBInEOATcomputer vision23Jul 8, 2026
Blind Image Quality AssessmentKonIQ-10k (test)computer vision23Feb 26, 2026
Video Frame InterpolationSNU-FILM (test)video generation editingcomputer vision23Feb 26, 2026
ClusteringHandwritten (test)tabular time series23Feb 26, 2026
Video Quality AssessmentLIVE-VQC, KoNViD-1k, YouTube-UGC (Weighted Average)computer vision23Feb 26, 2026