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Benchmarks

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

309,131 benchmarksPage 299 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
End-to-end Open-Domain Question AnsweringNQ (test)retrieval search ragnlpEnd-to-end Open-Domain Question Answering on NQ (test) performance trend59May 8, 2026
Video PredictionBAIR (test)video generation editing59Feb 26, 2026
Image ClassificationOffice-Homecomputer vision59Feb 26, 2026
Scene Text RecognitionCUTE (test)computer vision59Feb 26, 2026
Image GenerationSTL-10 (test)image generation editing59Feb 26, 2026
Named Entity RecognitionCoNLL NER 2002/2003 (test)nlp59Feb 26, 2026
Image ClassificationStanford Cars (val)computer vision59Mar 4, 2026
Retinal vessel segmentationCHASE DB1computer visionbio medical59Jun 5, 2026
Video-level classificationKinetics 400 (test)computer vision59Feb 26, 2026
Referring Image SegmentationReferIt (test)computer visionmultimodalReferring Image Segmentation on ReferIt (test) performance trend59Mar 20, 2026
Scene Text RecognitionCUTE80computer visionScene Text Recognition on CUTE80 performance trend59Mar 20, 2026
Multi-Object TrackingMOT 2016 (test)computer visionMulti-Object Tracking on MOT 2016 (test) performance trend59Feb 26, 2026
Open-domain Question AnsweringTriviaQA open (test)nlpretrieval search ragOpen-domain Question Answering on TriviaQA open (test) performance trend59May 11, 2026
Aspect-level Sentiment ClassificationSemEval Laptop 2014 (test)nlp59Feb 27, 2026
Molecular Property ClassificationMoleculeNet BBBPbio medical59Apr 29, 2026
Machine TranslationWMT De-En 14 (test)nlp59Feb 26, 2026
Relation ExtractionWiki-KBP (test)nlp59Feb 26, 2026
Object DetectionPASCAL VOC 2007 (test)computer visionObject Detection on PASCAL VOC 2007 (test) including Efficiency Metrics performance trend59Feb 26, 2026
Clinical predictionMIMIC-IIIbio medicaltabular time series59May 21, 2026
ClassificationMoleculeNet BBBP (test)computer visionnlp+359May 14, 2026
Natural Language UnderstandingGLUE (test val)nlp59Feb 26, 2026
RetrosynthesisUSPTO-50k Reaction type unknown (test)bio medical59Feb 26, 2026
Image ClassificationCINIC-10computer vision59Apr 28, 2026
Mathematical ReasoningOlyBenchllm chat instructionnlp59Mar 13, 2026
Image ClassificationWebVision 1.0 (val)computer visionImage Classification on WebVision 1.0 (val) performance trend59Feb 27, 2026