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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 216 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Noise GenerationSIDD (val)image generation editing72Mar 6, 2026
Fine-Grained Sketch-Based Image Retrieval (FG-SBIR)Chair V2 (test)computer visionmultimodal72Feb 26, 2026
Image ClassificationImageNet-LT (val)computer vision72Feb 26, 2026
Multi-hop Question AnsweringHotpotQA (dev)nlpretrieval search rag72Jun 30, 2026
Image DehazingSOTS Indoor RESIDEcomputer visionImage Dehazing on SOTS Indoor RESIDE performance trend72Feb 26, 2026
Question AnsweringNatural Questions (test)nlp72Jun 12, 2026
Super-ResolutionSet14 2xcomputer vision72Jul 7, 2026
Object DetectionHRSC 2016 (test)computer visionObject Detection on HRSC 2016 (test) performance trend72Feb 26, 2026
Person Re-identificationCUHK03 Detected (test)computer visionPerson Re-identification on CUHK03 Detected (test) performance trend72Feb 26, 2026
Image ClassificationSVHN 250 labelscomputer visionImage Classification on SVHN 250 labels performance trend72Mar 19, 2026
Video Quality EnhancementHEVC sequences (test)video generation editing72Feb 26, 2026
Multi-view 3D reconstructionShapeNet ism (test)3d vision geometry72Feb 26, 2026
Language ModelingPenn Treebank word-level (test)nlp72Feb 26, 2026
Image InpaintingPlaces2 (test)image generation editingcomputer vision72Jun 18, 2026
6DoF Pose EstimationYCB-Video (test)3d vision geometry72Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision72Feb 26, 2026
Anomaly DetectionCIFAR-100tabular time seriesAnomaly Detection on CIFAR-100 performance trend72Feb 26, 2026
Image DenoisingUrban100 (test)computer vision72May 12, 2026
Image GeolocalizationIm2GPS3kcomputer visionImage Geolocalization on Im2GPS3k performance trend72Jul 7, 2026
Image ClassificationPlacescomputer vision72Jun 23, 2026
Image ClassificationImageNet (val)computer visionImage Classification on ImageNet (val) (Accuracy and Timing) performance trend72Feb 26, 2026
3D Semantic SegmentationScanNet v1 (test)3d vision geometry72Feb 26, 2026
Person Re-identificationMARS (test)computer visionPerson Re-identification on MARS (test) performance trend72Feb 26, 2026
Paraphrase IdentificationQuora Question Pairs (test)nlpParaphrase Identification on Quora Question Pairs (test) performance trend72Feb 26, 2026
Information RetrievalRobust04retrieval search ragInformation Retrieval on Robust04 performance trend72May 29, 2026