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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 889 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Link PredictionTwitch DEgraph30Feb 26, 2026
Link Predictionsnap-redditgraph30Feb 26, 2026
Link Predictionsnap-emailgraph30Feb 26, 2026
Super-resolutionCRL (test)computer vision30Feb 26, 2026
Continual Semantic SegmentationPascal-VOC 15-5 scenario 2012computer vision30Feb 26, 2026
Image ClassificationImageNet ILSVRC 2012computer vision30Jun 4, 2026
Attribution Quality EvaluationImageNet (val)computer vision30Feb 26, 2026
Generalized Low-shot ClassificationImageNet Combined SEEN and UNSEENcomputer vision30Feb 26, 2026
Image-to-text RetrievalFlickr30k (1K)multimodalretrieval search rag30Feb 26, 2026
Multimodal Machine TranslationMulti30k En-Fr 2016 (test)multimodalnlp30Feb 26, 2026
Machine TranslationMulti30k En→Fr v1 2017 (test)nlp30Feb 26, 2026
Stereo Image Super-ResolutionFlickr10243d vision geometrycomputer vision30May 22, 2026
Human Keypoint DetectionCOCOcomputer vision30Feb 26, 2026
Preference EvaluationMturk user study Overall Preferences 1.0llm chat instruction30Feb 26, 2026
Image ClassificationCIFAR-100 1.0 (test)computer vision30Apr 16, 2026
Link PredictionWN18RR transductive (test)graph30Feb 26, 2026
Image ClassificationCIFAR-10 80% noise (test)computer vision30Feb 26, 2026
Infrared and Visible Image FusionTNO image fusioncomputer vision30Feb 26, 2026
Single-source Domain GeneralizationPACS (test)computer visionSingle-source Domain Generalization on PACS (test) performance trend30Jun 24, 2026
Node classificationPPIgraph30Feb 26, 2026
Recipe-to-image retrievalRecipe1M 1.0 (test)multimodalnlp+130Feb 26, 2026
Image ClassificationImageNet-LT Forward Shifted (test)computer vision30Feb 26, 2026
Image ClassificationTinyImageNet-Ccomputer vision30May 18, 2026
Heart Rate estimationMMSE-HRbio medicalcomputer vision30Apr 14, 2026
Fundamental Matrix EstimationKITTI Odometry (Sequence 00)3d vision geometrycomputer vision30Feb 26, 2026