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Benchmarks

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

309,131 benchmarksPage 1268 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationPascal VOC low-shot 2007computer vision24Feb 26, 2026
Multimodal RecommendationClothing (test)multimodalnlp24Mar 4, 2026
Multimodal RecommendationSports (test)multimodalnlp24Mar 4, 2026
HOI DetectionHICO-DET v1 (test)computer vision24Feb 26, 2026
Multi-label classificationOpen Imagescomputer visionnlp+224Feb 27, 2026
Multi-task Language UnderstandingLM Evaluation Harness (test)nlpllm chat instruction24Feb 26, 2026
Image ClassificationImageNet Subsetcomputer vision24Mar 5, 2026
Toxicity GenerationToxiGenadversarial safety securitynlp24Feb 26, 2026
Truthfulness and InformativenessTruthfulQAllm chat instructionnlp24Feb 26, 2026
Semantic SegmentationCOCO-20i Fold-3computer vision24Feb 26, 2026
Semantic SegmentationCOCO-20i Fold-2computer vision24Feb 26, 2026
Semantic SegmentationCOCO 20i Fold-1computer vision24Feb 26, 2026
Semantic SegmentationCOCO-20i Fold-0computer vision24Feb 26, 2026
Knowledge Graph Question AnsweringMetaQA 2-hop (test)graphnlp24Mar 4, 2026
Survival PredictionTCGA-READbio medicaltabular time series24Feb 26, 2026
Diabetic Retinopathy gradingFGADR ESDG (test)bio medicalcomputer vision24Feb 26, 2026
Diabetic Retinopathy gradingAPTOS ESDG (test)bio medicalcomputer vision24Feb 26, 2026
Point Cloud ReconstructionModelNet40 (test)3d vision geometry24Mar 24, 2026
Phase ClassificationIKEA ASMcomputer vision24Feb 26, 2026
Phase ClassificationPouringcomputer vision24Feb 26, 2026
Image CaptioningCOCO 2017 (val)multimodalcomputer vision+124Feb 26, 2026
Entity AlignmentFB15K-YAGO15K (50% train)graph24Feb 26, 2026
Entity AlignmentFB15K-DB15K 50% (train)graph24Feb 26, 2026
Medical Image RegistrationIXI (test)bio medicalcomputer vision+124Feb 26, 2026
Conversational SearchCAsT 20retrieval search ragnlp24Apr 10, 2026