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Benchmarks

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

309,131 benchmarksPage 431 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Entity AlignmentDBP ZH-EN 15Kgraph47Feb 26, 2026
Visual Object TrackingOTB 2015 (test)computer visionVisual Object Tracking on OTB 2015 (test) performance trend47Feb 26, 2026
Action AnticipationEPIC-KITCHENS unseen S2 (test)computer visionAction Anticipation on EPIC-KITCHENS unseen S2 (test) performance trend47Feb 26, 2026
Question AnsweringMetaQA 3-hopnlp47Mar 17, 2026
5-way ClassificationminiImageNet 5-way (test)computer vision47Feb 26, 2026
BEV Object DetectionKITTI (test)computer vision3d vision geometryBEV Object Detection on KITTI (test) performance trend47Feb 27, 2026
Node ClassificationCora (Fixed)graph47Mar 31, 2026
Grammatical Error CorrectionJFLEGnlp47Feb 26, 2026
Semantic SegmentationS3DIS (test)computer visionSemantic Segmentation on S3DIS (test) performance trend47Feb 26, 2026
Molecular Property ClassificationMoleculeNet BACEbio medical47May 14, 2026
Node ClassificationCiteSeer (random)graph47Feb 26, 2026
Gaussian DenoisingSet12computer vision47Feb 26, 2026
Image Quality AssessmentTID 2013 (full)computer vision47Feb 26, 2026
ClusteringCOIL-20tabular time series47Feb 26, 2026
Face VerificationLFW (Labeled Faces in the Wild) unrestricted-labeled-outside-data protocol 14computer vision47Feb 26, 2026
Multi-Person Pose EstimationMPII Multi-Person full (test)computer vision47Feb 26, 2026
Image RetrievalOxford 105kretrieval search ragcomputer vision47Feb 26, 2026
Person Re-identificationi-LIDS (test)computer vision47Feb 26, 2026
Hyperspectral Tensor ReconstructionHyperspectral radiance image tensor (full)computer vision3d vision geometry+147Feb 26, 2026
Domain AdaptationMNIST to MNIST-M (test)computer visionnlp+147Jun 4, 2026
ClassificationAIRPLANEcomputer visionnlp+347Feb 26, 2026
Molecule GenerationMOSES (test)bio medical47Jun 23, 2026
Molecular Property PredictionMoleculeNet ClinTox (scaffold)bio medicalMolecular Property Prediction on MoleculeNet ClinTox (scaffold) performance trend47May 14, 2026
Speech ClassificationVFspeech audio47Feb 26, 2026
Semantic SegmentationCOCOStuff 164k (val)computer vision47Apr 8, 2026