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Benchmarks

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

309,131 benchmarksPage 34 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Moment RetrievalQVHighlights (test)computer visionnlpMoment Retrieval on QVHighlights (test) performance trend235Jun 9, 2026
Text-to-Image RetrievalMS-COCOmultimodalretrieval search rag235Jun 30, 2026
Image ClassificationCIFAR-100 Long-Tailed (test)computer vision234Apr 7, 2026
Question AnsweringBoolQnlp233Jun 26, 2026
Video UnderstandingMLVUcomputer vision233Jul 7, 2026
Automated PlanningPDDLmiscellaneous233Feb 26, 2026
Sentiment ClassificationSST2 (test)nlp233Jun 4, 2026
Grammatical Error CorrectionCoNLL 2014 (test)nlpGrammatical Error Correction on CoNLL 2014 (test) performance trend233Jun 16, 2026
Multimodal UnderstandingMMMUmultimodal232May 19, 2026
Time Series ForecastingPEMS08tabular time series232Jun 5, 2026
Image Classificationmini-ImageNet (test)computer vision232Jul 1, 2026
Vehicle Re-identificationVeRi-776 (test)computer vision232Feb 27, 2026
RGB-D Salient Object DetectionSTEREcomputer visionRGB-D Salient Object Detection on STERE performance trend232Jul 1, 2026
Image ClassificationImageNet V2 (test)computer vision232Jun 25, 2026
Action RecognitionMSRAction3Dcomputer vision232Jul 2, 2026
Image ClassificationiNaturalist 2018 (test)computer visionImage Classification on iNaturalist 2018 (test) performance trend232Jun 29, 2026
Action RecognitionNTU 120 (Cross-Setup)computer vision231Apr 21, 2026
Video Super-ResolutionREDS4 (test)video generation editingcomputer visionVideo Super-Resolution on REDS4 (test) performance trend231Jul 2, 2026
Image RetrievalStanford Online Products (test)retrieval search ragcomputer visionImage Retrieval on Stanford Online Products (test) performance trend231Apr 21, 2026
5-way ClassificationminiImageNet (test)computer vision231Feb 26, 2026
Semantic SegmentationPASCAL VOC 2012computer visionSemantic Segmentation on PASCAL VOC 2012 performance trend231Jul 7, 2026
Time Series ForecastingM1 Competition 1001 (All data)tabular time series230Jun 29, 2026
Question AnsweringARCnlpQuestion Answering on ARC performance trend230Mar 13, 2026
Image ClassificationTiny-ImageNetcomputer vision230Mar 17, 2026
Deepfake DetectionDFDCcomputer visionadversarial safety security230Jun 1, 2026