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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 224 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
GUI AgentAndroidWorldagents tool use70Feb 26, 2026
Code ReasoningHumanEvalcode developer ainlp70Jun 18, 2026
Robot ManipulationSimplerEnv Google Robot tasks Visual Matchingrobotics embodied aiRobot Manipulation on SimplerEnv Google Robot tasks Visual Matching performance trend70Jun 12, 2026
Coarse-grained UnlearningImagenettecomputer vision70Feb 26, 2026
Medical Image SegmentationAMOS-CT (test)bio medicalcomputer vision70May 7, 2026
Anomaly Detection and LocalizationVisA (test)computer visiontabular time series70Mar 20, 2026
Depth EstimationSintel ~50 frames3d vision geometry70May 26, 2026
Semantic SegmentationUAVidcomputer vision70Apr 20, 2026
Long-term forecastingSolartabular time series70Jun 26, 2026
Object TrackingVisEventcomputer vision70Jun 26, 2026
Language UnderstandingMMLUnlp70Apr 6, 2026
Question AnsweringNQ (Natural Questions)nlp70Apr 10, 2026
Node ClassificationCora Hnode = 0.57graph70Feb 26, 2026
Low-light Image EnhancementLSRWcomputer vision70May 11, 2026
Stance DetectionSEM 16nlp70Jun 26, 2026
Image Classificationcifar10computer vision70May 13, 2026
Fine-grained visual classificationCUB-200-2011 (test)computer vision70Feb 26, 2026
Low-light image enhancementSIDcomputer vision70May 14, 2026
3D Object DetectionV2XSet3d vision geometrycomputer vision70Mar 23, 2026
Mathematical ReasoningGSMllm chat instructionnlpMathematical Reasoning on GSM performance trend70Jun 2, 2026
Semantic SegmentationADE20K A-847 (val)computer visionSemantic Segmentation on ADE20K A-847 (val) performance trend70Feb 27, 2026
Medical Image SegmentationPancreas-NIHbio medicalcomputer vision70Jul 3, 2026
OOD DetectionImageNet SUNcomputer visiontabular time series70Apr 28, 2026
LocomotionD4RL walker2d-mediumrobotics embodied aiLocomotion on D4RL walker2d-medium performance trend70May 19, 2026
LocomotionD4RL halfcheetah-mediumrobotics embodied ai70May 15, 2026