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Benchmarks

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

309,131 benchmarksPage 984 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Vehicle Re-identificationVehicleID Mediumcomputer vision28Feb 26, 2026
Point Cloud CompletionCompletion3D (test)3d vision geometry28Feb 26, 2026
Action ClassificationSmarthome (cross-view CV2)computer vision28Jun 23, 2026
Image ClassificationPASCAL VOC 2007computer visionImage Classification on PASCAL VOC 2007 performance trend28Feb 26, 2026
Action Quality AssessmentMTL-AQAcomputer vision28Jul 7, 2026
Image RetrievalVehicleID (Large)retrieval search ragcomputer vision28Feb 26, 2026
Scene FlowKITTI Scene Flow 2015 (test)3d vision geometry28Feb 26, 2026
Node ClassificationDBLP (20% train)graph28Apr 20, 2026
Node ClassificationIMDb (20% train)graph28Apr 20, 2026
One-shot Video Object SegmentationDAVIS 2016 (val)computer vision28Feb 26, 2026
Object DetectionMS COCO novel classes val5k (minival)computer vision28Feb 26, 2026
Few-shot Image ClassificationFC100 5-way 5-shot (test)computer vision28Feb 26, 2026
Few-shot Image ClassificationFC100 5-way 1-shot (test)computer vision28Feb 26, 2026
Talking Face GenerationLRW (test)video generation editingcomputer vision28Feb 26, 2026
Semantic SegmentationPASS (test)computer vision28Feb 26, 2026
Saliency PredictionDIEM (test)computer vision28Feb 26, 2026
Out-of-Distribution DetectionCIFAR-100 vs LSUN Rcomputer visiontabular time series28Apr 28, 2026
Out-of-Distribution DetectionCIFAR-100 vs iSUNcomputer visiontabular time series28Apr 28, 2026
Lifelong LearningSST, QA-SRL, and WOZ Permuted Sequences GPT-2 models (test)miscellaneous28Feb 26, 2026
RecommendationSportstabular time series28Mar 17, 2026
Opinion Term ExtractionSemEval res 2015 (test)nlp28Feb 26, 2026
ClassificationKuzushiji-MNIST (test)computer visionnlp+328Mar 24, 2026
Machine TranslationWMT EN-RO 2016nlp28Feb 26, 2026
Presentation Attack DetectionWMCA unseen attack protocol (test)computer vision28Feb 26, 2026
Relation ExtractionCoNLL04 (test)nlp28Jun 23, 2026