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Benchmarks

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

309,131 benchmarksPage 50 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationCOCO (val)computer visionSemantic Segmentation on COCO (val) performance trend185May 14, 2026
Image ClassificationCIFAR-10-LT (test)computer vision185Feb 26, 2026
Continuous Sign Language RecognitionPHOENIX-2014 (test)speech audiocomputer vision185Feb 26, 2026
Knowledge Graph CompletionWN18RRgraph185Jun 15, 2026
Text ClassificationSST-2 (test)nlp185Feb 27, 2026
Referring Expression SegmentationRefCOCOg (val)computer visionmultimodalReferring Expression Segmentation on RefCOCOg (val) performance trend185Jun 4, 2026
Temporal Action DetectionActivityNet v1.3 (val)computer visionTemporal Action Detection on ActivityNet v1.3 (val) performance trend185Apr 21, 2026
Boundary DetectionBSDS 500 (test)computer vision185Feb 26, 2026
Performance EstimationGQAtabular time series184Apr 28, 2026
Skeleton-based Action RecognitionNTU RGB+D 120 (X-Set)computer vision184Feb 26, 2026
Image ClassificationImageNetcomputer vision184Feb 26, 2026
Facial Expression RecognitionRAF-DB (test)computer visionFacial Expression Recognition on RAF-DB (test) performance trend184Jul 8, 2026
Entity AlignmentDBP15K FR-ENgraphEntity Alignment on DBP15K FR-EN performance trend184Apr 16, 2026
Object DetectionCOCO (minival)computer visionObject Detection on COCO (minival) performance trend184Feb 27, 2026
Depth EstimationKITTI3d vision geometryDepth Estimation on KITTI performance trend184Jul 8, 2026
Survival PredictionTCGA-UCECbio medicaltabular time seriesSurvival Prediction on TCGA-UCEC performance trend184Jun 11, 2026
Instance SegmentationCOCOcomputer vision183May 19, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp183Jun 18, 2026
Embodied TaskALFWorldrobotics embodied aiEmbodied Task on ALFWorld performance trend183Jun 17, 2026
Real-world Visual Question AnsweringRealWorldQAmultimodalcomputer vision183Jun 26, 2026
Multivariate Long-term ForecastingETTh1 (test)tabular time series183Jun 26, 2026
Commonsense ReasoningSIQAnlpCommonsense Reasoning on SIQA performance trend183Jun 26, 2026
Image ClassificationFlowers (test)computer vision183May 15, 2026
Mathematical ReasoningAQUA-RATllm chat instructionnlpMathematical Reasoning on AQUA-RAT performance trend183Jun 30, 2026
Image ClassificationCIFAR-10-Ccomputer visionImage Classification on CIFAR-10-C performance trend183Jul 7, 2026