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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 1524 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sparse-View CT ReconstructionAAPMbio medical3d vision geometry21Feb 26, 2026
Sparse-View CT ReconstructionAAPM Coronal View (test)bio medical3d vision geometry21Feb 26, 2026
3D Object ClassificationScanObjectNN PB_T50_RS v13d vision geometrycomputer vision21Feb 26, 2026
Single-hop Question AnsweringSQuADnlpretrieval search rag21Feb 26, 2026
Semantic SegmentationPascal VOC Priority protocol 1/8 labeled ratiocomputer vision21Feb 26, 2026
Semantic SegmentationPascal VOC Blended set (1/4)computer vision21Feb 26, 2026
Semantic SegmentationPascal VOC Blended set (1/8)computer vision21Feb 26, 2026
Semantic SegmentationPascal VOC Blended set (1/16)computer vision21Feb 26, 2026
Novel View RenderingReplica Of0 603d vision geometry21Feb 26, 2026
Targeted Data Extraction (TDE) AttackURLs PIIadversarial safety security21Feb 27, 2026
Targeted Data Extraction (TDE) Attackphone PIIadversarial safety security21Feb 27, 2026
Targeted Data Extraction (TDE) Attackemail PIIadversarial safety security21Feb 27, 2026
Image MatchingHPatches (full)computer vision21Feb 26, 2026
Style-Driven Image GenerationSDXL Complex Prompts 1.0 (test)image generation editing21Feb 26, 2026
Style-Driven Image GenerationSDXL Easy Prompts 1.0 (test)image generation editing21Feb 26, 2026
Medical Image Report LabelingMIMIC-CXR (test)bio medicalcomputer vision+121Feb 26, 2026
Chest X-ray Report GenerationMIMIC-CXR (test)bio medicalcomputer vision+121Feb 26, 2026
Polyp SegmentationOverall Combined Datasetscomputer visionbio medical21Feb 26, 2026
Repository-level Method Body CompletionDefect4Jcode developer ai21Feb 26, 2026
Repo-level Method Body CompletionRAMBO's benchmark (test)code developer ai21Feb 26, 2026
Closed-loop PlanningBench2Drive (test)robotics embodied ai21Feb 26, 2026
RetrievalCaltech-UCSD Birds-200 (CUB) 2011 (test)retrieval search rag21Feb 26, 2026
Mobile AutomationAndroid In The Wild (AITW)robotics embodied ai21Feb 26, 2026
Image RegistrationNLST (test)computer vision3d vision geometry21Mar 4, 2026
Online web agent task success rateMobileMiniWob++agents tool use21May 13, 2026