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Benchmarks

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

309,131 benchmarksPage 160 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Change DetectionCDD (test)computer vision88Mar 4, 2026
Image ClassificationDogscomputer vision88Jul 8, 2026
Shape MatchingFAUST (test)3d vision geometry88Jul 8, 2026
Question AnsweringNarrativeQA (test)nlp88May 29, 2026
Image ClassificationCIFAR-10-LT (IF 50)computer vision88Jul 8, 2026
3D Visual GroundingNr3D (test)3d vision geometrycomputer vision3D Visual Grounding on Nr3D (test) performance trend88Feb 26, 2026
Super-ResolutionBSD100 4x (test)computer vision88Jun 4, 2026
Point cloud completionPCN (test)3d vision geometry88May 20, 2026
Semantic SegmentationPascal VOC 15-1 setting 2012 (val)computer vision88Feb 26, 2026
Node ClassificationarXiv-year (test)graphNode Classification on arXiv-year (test) performance trend88Feb 26, 2026
Targeted Hashing AttackNUS-WIDEadversarial safety security88Feb 26, 2026
Semantic SegmentationPASCAL VOC 2012 (train)computer visionSemantic Segmentation on PASCAL VOC 2012 (train) performance trend88May 14, 2026
Dialog State TrackingMultiWOZ 2.1 (test)nlp88Feb 26, 2026
Image ClassificationCIFAR-100-LT Imbalance Ratio 100computer visionImage Classification on CIFAR-100-LT Imbalance Ratio 100 performance trend88Feb 26, 2026
Multi-label ClassificationChestX-Ray14 (test)computer visionnlp+288Mar 24, 2026
Image DehazingSOTS Indoorcomputer visionImage Dehazing on SOTS Indoor performance trend88Jun 23, 2026
Open-domain Question AnsweringTriviaQAnlpretrieval search rag88May 29, 2026
Node ClassificationCora Fullgraph88Feb 26, 2026
Video saliency predictionHollywood-2 (test)computer visionVideo Saliency Prediction on Hollywood-2 (test) performance trend88Jun 4, 2026
Text DetectionICDAR 2013 (test)computer visionText Detection on ICDAR 2013 (test) performance trend88Feb 26, 2026
Image RetrievalParis6k (test)retrieval search ragcomputer vision88Feb 26, 2026
ChunkingCoNLL 2000 (test)nlpChunking on CoNLL 2000 (test) performance trend88Feb 26, 2026
Time Series ClassificationCHARACTER TRAJ. (test)tabular time series88Mar 24, 2026
Node ClassificationOGBN-Productsgraph88Jun 1, 2026
Radiology Report GenerationCheXpert Plus (test)computer visionnlp+188Jul 7, 2026