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Benchmarks

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

309,131 benchmarksPage 718 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Machine Reading ComprehensionCMRC 2018 (dev)nlp34Feb 26, 2026
ClassificationRTcomputer visionnlp+334Mar 5, 2026
Image CaptioningConceptual Captions (test)multimodalcomputer vision+134Feb 26, 2026
Speech RecognitionWSJ nov92 (test)speech audio34Feb 26, 2026
Named Entity RecognitionGENIA (test)nlp34Feb 26, 2026
Image RetrievalTokyo 24/7 (test)retrieval search ragcomputer vision34Feb 26, 2026
Visual LocalizationExtended CMU Seasons Urbancomputer vision3d vision geometry34Feb 26, 2026
Question AnsweringSQuAD 2.0 (test)nlp34Feb 26, 2026
Question AnsweringHotpotQA distractor setting (test)nlpQuestion Answering on HotpotQA distractor setting (test) performance trend34Jun 12, 2026
Steering angle predictionUdacity (test)robotics embodied aicomputer vision34Apr 7, 2026
Out-of-distribution DetectionSVHN in-distribution LSUN out-of-distribution (test)computer visiontabular time series34Feb 26, 2026
Human Body Part SegmentationLSP (test)computer visionHuman Body Part Segmentation on LSP (test) performance trend34Feb 26, 2026
Named Entity RecognitionONTONOTES (test)nlp34Feb 26, 2026
Image DehazingRESIDE SOTScomputer vision34Feb 26, 2026
Image ClassificationWikiArtcomputer vision34Apr 8, 2026
Addressee and Response SelectionUbuntu Multiparty Conversation Corpus v1 (test)nlp34Feb 26, 2026
Addressee and Response SelectionUbuntu Multiparty Conversation Corpus v1 (dev)nlp34Feb 26, 2026
Movie Fill-in-the-BlankLSMDC 2016 (test)multimodalnlp34Feb 26, 2026
Zero-Shot RecognitionAwA (test)computer vision34Feb 26, 2026
Image RetrievalParis 106k (Par106k)retrieval search ragcomputer vision34Feb 26, 2026
Word AlignmentRomanian-English (Ro-En) (test)nlp34Feb 26, 2026
Zero-shot ClassificationCUB 2011 (test)nlpcomputer vision34Feb 26, 2026
Paraphrase DetectionMSRPnlp34Feb 26, 2026
Permutation Invariant Image ClassificationMNIST (test)computer vision34Feb 26, 2026
Molecule description generationChEBI-20 (test)bio medicalnlp34Feb 26, 2026