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Benchmarks

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

309,131 benchmarksPage 246 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Relation ExtractionDocRED v1 (test)nlp66Feb 26, 2026
3D Pose EstimationHuman3.6M3d vision geometrycomputer vision66Feb 26, 2026
Multi-Object TrackingKITTI (test)computer vision66Jun 23, 2026
Text-to-Video RetrievalYouCook2 (val)multimodalretrieval search rag66Feb 27, 2026
Optical FlowKITTI 2012 (test)computer vision66Apr 14, 2026
Scene Text RecognitionIC13computer vision66Feb 27, 2026
Face Alignment300-W (Full)computer vision66Feb 26, 2026
Semantic Image SynthesisADE20Kimage generation editingcomputer visionSemantic Image Synthesis on ADE20K performance trend66Feb 27, 2026
Crowd CountingUCF_CC_50 (test)computer visionCrowd Counting on UCF_CC_50 (test) performance trend66Feb 26, 2026
Semantic SegmentationCOCO 2017 (val)computer vision66Apr 1, 2026
Deepfake DetectionFakeAVCeleb (test)computer visionadversarial safety security66May 1, 2026
Node ClassificationCora 3% label rategraph66Mar 4, 2026
Visual Question Answering (Multiple-choice)VQA 1.0 (test-dev)multimodalcomputer vision+1Visual Question Answering (Multiple-choice) on VQA 1.0 (test-dev) performance trend66Feb 26, 2026
Person Re-identificationPRID2011computer visionPerson Re-identification on PRID2011 performance trend66Feb 26, 2026
Image ClassificationSVHN to MNIST (test)computer vision66Feb 26, 2026
Point Cloud Registration3DLoMatch Indoor (test)3d vision geometry66Feb 26, 2026
Image Captioning EvaluationPascal-50S (test)computer visionmultimodalImage Captioning on Pascal-50S (test) performance trend66Feb 26, 2026
Few-shot classificationOmniglotcomputer visionnlp+166May 26, 2026
Molecular Property PredictionMoleculeNet HIV (scaffold)bio medicalMolecular Property Prediction on MoleculeNet HIV (scaffold) performance trend66Feb 26, 2026
Retrosynthesis predictionUSPTO-FULL (test)bio medicalRetrosynthesis prediction on USPTO-FULL (test) performance trend66Jun 16, 2026
Audio CaptioningAudioCapsspeech audionlp66May 26, 2026
Automatic Speech RecognitionAISHELL-1 (dev)speech audioAutomatic Speech Recognition on AISHELL-1 (dev) performance trend66Jun 18, 2026
3D Anomaly DetectionReal3D-AD3d vision geometrycomputer vision66May 8, 2026
Mathematical ReasoningMathVista (test)llm chat instructionnlpMathematical Reasoning on MathVista (test) performance trend66Jun 1, 2026
3D Human Pose EstimationCampus (test)3d vision geometrycomputer vision3D Human Pose Estimation on Campus (test) performance trend66Feb 26, 2026