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Benchmarks

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

309,131 benchmarksPage 1137 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Personalized SummarizationPerSum (test)nlp25Feb 26, 2026
Semantic Change DetectionChangeSimcomputer vision25Feb 26, 2026
Semantic Change DetectionTSUNAMIcomputer vision25May 21, 2026
Semantic Change DetectionVL-CMU-CDcomputer vision25Feb 26, 2026
Semantic Change DetectionChangeVPR SF-XL (U) (test)computer vision25Feb 26, 2026
Image Quality EvaluationCelebA-HQcomputer visionimage generation editing25Mar 26, 2026
Long-form Egocentric Video UnderstandingEgoSchemacomputer vision25Feb 26, 2026
Domain VerificationDomainNet Minicomputer vision25Feb 26, 2026
Domain VerificationOffice Home 65computer vision25Feb 26, 2026
Novel View SynthesisRobustNeRF Crab3d vision geometry25May 14, 2026
Image-level Anomaly DetectionDTDcomputer vision25Feb 26, 2026
Language ModelingSlimPajama (test)nlp25Jun 4, 2026
Depth EstimationNYUd3d vision geometry25Apr 15, 2026
Iterated Prisoner's DilemmaIPD-Analytic (round robin)graph25Feb 26, 2026
Image ClassificationImageNet-1K 1.0 (val)computer vision25Feb 26, 2026
Oriented Object DetectionRSARcomputer vision25Jun 5, 2026
Face VerificationIJB-B (test)computer vision25Jul 1, 2026
Image ClassificationtieredImageNetcomputer vision25Feb 26, 2026
SAR ClassificationMSTAR SOCs (Standard operating conditions) 10-waycomputer vision25Feb 26, 2026
Video Object Segmentation17 video datasets (EndoVis 2018, ESD, LVOSv2, LV-VIS, UVO, VOST, PUMaVOS, Virtual KITTI 2, VIPSeg, Wildfires, VISOR, FBMS, Ego-Exo4D, Cityscapes, Lindenthal Camera, HT1080WT Cells, and Drosophila Heart) zero-shotcomputer vision25Feb 26, 2026
Affine-invariant depth estimationKITTI3d vision geometrycomputer vision25Jun 30, 2026
Heart Rate EstimationWildPPGbio medicalcomputer vision25Feb 26, 2026
Geometry ReconstructionDTU (full)3d vision geometry25Mar 9, 2026
Multimodal ReasoningLMMs-Eval Average of 12 benchmarksmultimodalnlp25Feb 26, 2026
Object-level 3D Anomaly DetectionReal3D-AD3d vision geometrycomputer vision25Mar 27, 2026