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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 419 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
PlanningDelicate Can (c) (test)robotics embodied ai48Feb 26, 2026
Image ClassificationStanford 40 Actions (test)computer vision48Mar 25, 2026
Image-to-Text RetrievalCOCO-CNmultimodalretrieval search rag48Feb 26, 2026
Facial Expression RecognitionFERPluscomputer vision48May 20, 2026
Partial Label LearningCIFAR100-LTtabular time series48Feb 26, 2026
Partial Label LearningCIFAR10-LTtabular time series48Feb 26, 2026
Scene Text RecognitionSVTP 645 samples (test)computer vision48Feb 26, 2026
Science Question AnsweringARC-c (test)nlpbio medicalScience Question Answering on ARC-c (test) performance trend48May 12, 2026
Monocular 3D DetectionWaymo (val)3d vision geometrycomputer vision48Mar 31, 2026
Action RecognitionSomething-Something V1 (test val)computer vision48Feb 26, 2026
Few-shot classificationCUB bounding-box cropped 200-2011 (test)computer visionnlp+148Feb 26, 2026
Image ClassificationImageNet V2 (Target)computer vision48Mar 4, 2026
Monocular Depth EstimationMatterport3D (test)3d vision geometrycomputer vision48Feb 26, 2026
Video Question AnsweringNExT-QA Main Datasetmultimodalcomputer visionVideo Question Answering on NExT-QA Main Dataset performance trend48Feb 26, 2026
Image ClassificationCIFAR10-LTcomputer vision48Feb 26, 2026
Image ClassificationFlowers-102 (val)computer vision48Apr 3, 2026
Image ClassificationCIFAR-100-LT gamma=100 (test)computer vision48May 29, 2026
Remote Sensing Scene ClassificationRESISC45computer vision48May 12, 2026
Image ClassificationCIFAR-10 IID partition (test)computer vision48Feb 26, 2026
Video ClassificationKinetics-600 (test)computer vision48Feb 26, 2026
Generalized few-shot learningAWA2computer vision48Feb 26, 2026
Linear classificationImageNet 1K 1.0 (val)computer visiontabular time series48Feb 26, 2026
Object DetectionM3FD datasetcomputer vision48Feb 26, 2026
Correlation with Human JudgmentFlickr8K-CFnlp48Apr 21, 2026
Speech-to-speech translationFisher Spanish-English (dev)speech audionlp48Feb 26, 2026