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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 679 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Cross-View Object Geo-Localization (Drone → Satellite)CVOGL R (val)computer vision3d vision geometry35Mar 17, 2026
Anomaly DetectionSynthetic Gaussian mixture datasets global anomaliestabular time series35Mar 17, 2026
Multi-dimensional image inpaintingLight field data Greek, Origami 128×128×240computer vision35Mar 17, 2026
Multi-dimensional image inpaintingVideos (Foreman, Carphone) 144×176×150computer vision35Mar 17, 2026
Multi-dimensional image inpaintingMSIs Toys, Painting 256×256×31computer vision35Mar 17, 2026
Image ClassificationCIFAR-100 Pathologicalcomputer vision35Jul 9, 2026
Task goal completionAppWorld (test challenge)agents tool usellm chat instruction35Jun 16, 2026
Text-to-image generationShort-DrawBench 1k prompts Stable Diffusion v1.5 base (test)image generation editing35Mar 13, 2026
Gender bias evaluationPronoun Changenlpadversarial safety security35Mar 12, 2026
Bias classificationBiasBiosnlp35Mar 12, 2026
Image ReconstructionKodakcomputer vision35Jun 19, 2026
Hate speech detectionSBICnlp35Jun 18, 2026
Image ClassificationCIFAR100computer vision35Apr 24, 2026
Question AnsweringSQuADnlp35May 6, 2026
Image ClassificationImageNet-C blind-spot subset level 5computer vision35Mar 11, 2026
4D Panoptic Occupancy TrackingOcc3D Waymo3d vision geometrycomputer vision35Jul 1, 2026
Aspect-Based Sentiment AnalysisTwitternlp35May 22, 2026
Table Mathematical ReasoningTabMWP (test)tabular time seriesnlp35Jun 11, 2026
Mathematics ReasoningMathVision minillm chat instructionnlp35May 4, 2026
Binary Classificationfertilitytabular time series35Apr 10, 2026
Skeleton-based Temporal Action SegmentationPKU-MMD (X-sub)computer vision35Mar 26, 2026
SegmentationUBB (UDIAT + BREASTUSG + BUSUCLM) (test)computer vision35Mar 9, 2026
Spatial ReasoningViewSpatial-Benchnlp35May 20, 2026
Intellectual Property ProtectionOffice Home 65miscellaneous35Mar 6, 2026
Acoustic Scene ClassificationTUT Acoustic Scenesspeech audio35Mar 25, 2026