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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 2094 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Deepfake DetectionUADFVcomputer visionadversarial safety security17Apr 24, 2026
Image ClassificationCIFAR-LT-100 Imbalance Factor 100 (test)computer vision17Feb 26, 2026
Action SegmentationYouTube Instructions (test)computer vision17Feb 26, 2026
Part SegmentationShapeNetcomputer vision17May 7, 2026
Scene ParsingCityscapes (test)computer vision17Feb 26, 2026
3D Object DetectionKITTI (val1)3d vision geometrycomputer vision17Feb 26, 2026
DisentanglementSmallNORB (test)computer visionbio medical+117Feb 26, 2026
Semantic SegmentationPotsdam (val)computer vision17Feb 26, 2026
Semantic SegmentationVaihingen (val)computer vision17Feb 26, 2026
Heart Rate estimationAFRL All Tasksbio medicalcomputer vision17Feb 26, 2026
Bird-Eye-View (BEV) Object DetectionKITTI official (test)computer vision3d vision geometry17Feb 26, 2026
3D Object DetectionKITTI official (test)3d vision geometrycomputer vision17Feb 26, 2026
Image ClassificationCIFAR-FS 5-shotcomputer vision17Feb 26, 2026
Text-to-Video RetrievalMSR-VTT 1k-Miech (test)multimodalretrieval search rag17Feb 26, 2026
Video-to-Text RetrievalMSR-VTT Official full-size (test)multimodal17Feb 26, 2026
Time Series ClassificationFordB (test)tabular time series17Jun 1, 2026
Time Series ClassificationFordA (test)tabular time series17Jun 1, 2026
Mesh ReconstructionThingi323d vision geometry17Feb 26, 2026
Monocular 3D Object DetectionKITTI (val)3d vision geometrycomputer vision17Apr 3, 2026
Temporal Action Localization (Noun)EPIC-Kitchens 100 (val)computer visionTemporal Action Localization (Noun) on EPIC-Kitchens 100 (val) performance trend17Feb 26, 2026
Machine TranslationWMT En-Tr 17nlp17Feb 27, 2026
Table-to-text generationWebNLGnlp17Feb 26, 2026
Image ClassificationImageNet 100% labels 1.0 (val)computer vision17Feb 26, 2026
3D Shape ClassificationCube Engraving (test)3d vision geometry17Mar 4, 2026
Knowledge TracingEdNet 1.0 (test)tabular time series17Feb 26, 2026