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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 1258 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Compressed Video Quality EnhancementJCT-VC Random Access (RA)video generation editingcomputer vision24Feb 26, 2026
Image ClassificationSTL-10 OODcomputer vision24Mar 13, 2026
Open Vocabulary Semantic SegmentationPASCAL VOC VOC20 without background 2012computer vision24Feb 26, 2026
Image Super-ResolutionB100computer vision24Feb 26, 2026
Maximum Independent SetERG(1,000, d) (test)graph24Feb 26, 2026
Monotonic Bayesian Neural Network ClassificationCOMPAS (test)tabular time series24Feb 26, 2026
Image ClassificationCIFAR-10 standard (test)computer vision24Feb 26, 2026
PlanningUltraTool (test)robotics embodied ai24Feb 26, 2026
Audio-Visual Sound SeparationMUSIC-21 (test)speech audiomultimodal+124Feb 26, 2026
ClassificationScanObjectNN-Ccomputer visionnlp+324Feb 26, 2026
Coreset ConstructionAdulttabular time series24Feb 26, 2026
3D Object DetectionPlace3D Incomplete Echo (test)3d vision geometrycomputer vision24Feb 26, 2026
3D Object DetectionPlace3D Crosstalk (test)3d vision geometrycomputer vision24Feb 26, 2026
3D Object DetectionPlace3D Motion Blur (test)3d vision geometrycomputer vision24Feb 26, 2026
3D Object DetectionPlace3D Snow (test)3d vision geometrycomputer vision24Feb 26, 2026
3D Object DetectionPlace3D Fog (test)3d vision geometrycomputer vision24Feb 26, 2026
Fluid-solid interaction modelingFluid-solid interaction NS+EW Re=4000 (test)miscellaneous24Feb 26, 2026
Fluid-solid interaction modelingFluid-solid interaction NS+EW Re=400 (test)miscellaneous24Feb 26, 2026
Fluid dynamics modelingFluid dynamics (NS) Re=400 (test)miscellaneous24Feb 26, 2026
Driver detectionsynthetic artificial data (val)computer vision24Feb 26, 2026
Multi-exposure CorrectionME Dataset Over-exposedcomputer vision24Feb 26, 2026
Multi-exposure CorrectionME Dataset (Under-exposed)computer vision24Feb 26, 2026
Image ClassificationFitzpatrick17kcomputer vision24Feb 26, 2026
Semantic SegmentationCOCO 20^icomputer vision24Mar 31, 2026
Activity RecognitionInteractADL (test)computer vision24Feb 26, 2026