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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 2098 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Conversational Question AnsweringCoQA official (test)nlpllm chat instruction17Feb 26, 2026
ClusteringLetterA-J (full)tabular time series17Apr 7, 2026
Image DerainingDID-MDN (test)computer vision17Feb 26, 2026
Question AnsweringSQuAD 2.0 Sep 9, 2018 (test)nlp17Feb 26, 2026
Overlapping Mention RecognitionACE 2005 (standard)nlp17Feb 26, 2026
Bot DetectionTwitter tweet-levelnlp17Feb 26, 2026
Semantic SegmentationKITTIcomputer vision17Feb 26, 2026
Action Unit DetectionBP4D (3-fold cross val)computer vision17Feb 26, 2026
Class conditional image generationCIFAR-100 (test)image generation editing17Feb 26, 2026
Graph ClassificationREDDIT MULTIgraph17Feb 26, 2026
End-to-End recognitionICDAR 2015computer vision17May 19, 2026
End-to-End Text RecognitionTotal-Text (test)computer visionnlp17Feb 26, 2026
Sketch-based image retrievalFlickr15k (test)computer visionmultimodal17Feb 26, 2026
Natural Language to SQLWikiSQL (test)nlpcode developer ai17Feb 26, 2026
Semantic Dependency ParsingSemEval Task 18 Brown corpus OOD 2015nlp17Feb 26, 2026
Semantic Dependency ParsingSemEval Task 18 2015 (WSJ ID)nlp17Feb 26, 2026
Link PredictionUMLS (test)graph17Feb 26, 2026
Depth EstimationMake3D (C2 error)3d vision geometry17Feb 26, 2026
Hand Gesture RecognitionJester 1 (test)computer vision17Feb 26, 2026
ICD-9 code predictionMIMIC-III 8922 labels (full)bio medicalnlp17Feb 26, 2026
3D Object DetectionSUN-RGBD (val)3d vision geometrycomputer vision17Feb 26, 2026
Semantic Part SegmentationPASCAL-Person-Part (val)computer vision17Feb 26, 2026
Image RetrievalCars-196 cropped (test)retrieval search ragcomputer vision17Feb 26, 2026
Visual Question AnsweringCLEVR-Humans (test)multimodalcomputer vision+117Feb 26, 2026
Ad-hoc RetrievalClueWeb-09 Cat-B Topic descriptions (test)retrieval search rag17Feb 26, 2026