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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 462 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
RGB-D Salient Object DetectionSTERE (test)computer visionRGB-D Salient Object Detection on STERE (test) performance trend45Feb 26, 2026
Facial Landmark DetectionWFLW Illuminationcomputer vision45Feb 26, 2026
Facial Landmark DetectionWFLW Expressioncomputer vision45Feb 26, 2026
Image GenerationCelebA-HQ (test)image generation editing45May 15, 2026
Multimodal Multiclass ClassificationFOOD-101 (test)multimodalcomputer vision+145Feb 26, 2026
AMR ParsingAMR 1.0 (test)nlpAMR Parsing on AMR 1.0 (test) performance trend45Feb 26, 2026
Passage retrievalNatural Questions (NQ) (test)retrieval search ragPassage Retrieval on Natural Questions (NQ) (test) performance trend45Jun 30, 2026
Few-shot Image ClassificationCropDiseases CDFSL (test)computer vision45Feb 26, 2026
Video Super-resolutionSPMCS (test)video generation editingcomputer vision45Mar 30, 2026
Reinforcement LearningAtari 2600 MONTEZUMA'S REVENGErobotics embodied ai45Feb 26, 2026
Machine Reading ComprehensionDRCD (test)nlp45Feb 26, 2026
Machine Reading ComprehensionDRCD (dev)nlp45Feb 26, 2026
Facial Action Unit DetectionDISFA (test)computer visionFacial Action Unit Detection on DISFA (test) performance trend45Apr 13, 2026
Image ClassificationClothing1M 1.0 (test)computer vision45Feb 26, 2026
Multi-document SummarizationMulti-News (test)nlpMulti-document Summarization on Multi-News (test) using ROUGE performance trend45Feb 26, 2026
Question AnsweringHotpotQA distractor (dev)nlpQuestion Answering on HotpotQA distractor (dev) performance trend45Feb 26, 2026
Pedestrian trajectory predictionHotelcomputer visionrobotics embodied ai45Feb 26, 2026
Pedestrian trajectory predictionETHcomputer visionrobotics embodied ai45Feb 26, 2026
Phase classificationPenn Action (test)computer vision45Feb 26, 2026
ClassificationVisDA 2017 (val)computer visionnlp+345Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision45Apr 1, 2026
6D Object Pose EstimationOccludedLINEMOD (test)computer vision3d vision geometry45Feb 26, 2026
Action RecognitionNorthwestern-UCLA (NUCLA) Multiview (cross-view)computer vision45Feb 26, 2026
Image RetrievalParis6kretrieval search ragcomputer vision45Feb 26, 2026
Scene Graph ClassificationVisual Genomecomputer visiongraph45Feb 27, 2026