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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 1768 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ClassificationHiggscomputer visionnlp+319Apr 7, 2026
Speech Emotion RecognitionIEMOCAP Speaker-Independent (test)speech audio19Feb 26, 2026
Temporal Knowledge Graph ReasoningICEWS 18 (meta-test)graph19Feb 26, 2026
Temporal Knowledge Graph ReasoningWIKI (meta-test)graph19Feb 26, 2026
Temporal Knowledge Graph ReasoningYAGO meta (test)graph19Feb 26, 2026
Medical Image RegistrationXCAT to-CTbio medicalcomputer vision+119Feb 26, 2026
Object DetectionMS-COCO 117K train 5K (val)computer vision19Feb 26, 2026
Visual Sound Source LocalizationVGG-SS (test)computer visionmultimodal19Feb 26, 2026
Rumour DetectionTwitter 15nlp19Mar 25, 2026
Fake News DetectionANTiVaxnlp19Feb 26, 2026
Offline Reinforcement LearningD4RL MuJoCo v2 (test)robotics embodied ai19Jun 9, 2026
Human Motion ForecastingGTA-IM (test)computer visionrobotics embodied ai19Apr 2, 2026
Hand ManipulationAdroit pen-humanrobotics embodied ai19Feb 26, 2026
Video EncodingUVG-HDvideo generation editing19Feb 26, 2026
Multi-Instance RetrievalEPIC-KITCHENS-100retrieval search ragcomputer vision19Feb 26, 2026
Few-shot object detectionMS-COCO 20 novel classescomputer vision19Feb 26, 2026
Text-to-Image RetrievalFlickr8K-CNmultimodalretrieval search rag19Feb 26, 2026
Image-to-Text RetrievalFlickr8K CNmultimodalretrieval search rag19Feb 26, 2026
Monocular Depth EstimationKITTI 50m cap Eigen split (test)3d vision geometrycomputer vision19Feb 26, 2026
Text RecognitionSROIE Task 2 (test)computer vision19Feb 26, 2026
Node Classificationogbn-proteins (val)graph19Feb 26, 2026
Common Sense ReasoningPIQA (dev)nlp19Apr 1, 2026
Next-Item RecommendationAmazon Beauty (test)tabular time series19Apr 20, 2026
3D Object DetectionKITTI official (test)3d vision geometrycomputer vision19Feb 26, 2026
2D Lane DetectionOpenLane (val)computer vision19Mar 25, 2026