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Benchmarks

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

309,131 benchmarksPage 385 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Medical Image SegmentationCVC-ColonDB (test)bio medicalcomputer vision50Feb 26, 2026
Retrosynthetic PlanningUSPTObio medicalnlp50Feb 26, 2026
Object DetectionCityscapes -> BDD100K (val)computer vision50Jul 1, 2026
Image RetrievalNUS-WIDEretrieval search ragcomputer vision50Apr 7, 2026
Out-of-distribution detectionCIFAR10 (ID) / ISUN (OOD) (test)computer visiontabular time series50Mar 18, 2026
Person Re-identificationPRCC (CC)computer vision50Feb 27, 2026
Object DetectionMS COCO 2017 (minival)computer vision50Feb 26, 2026
Trajectory PredictionZARA2 (test)robotics embodied aitabular time series50May 19, 2026
Image ClassificationImageNet-1K (val)computer vision50Feb 26, 2026
Image ClassificationCIFAR-100 (10000 labels)computer vision50Feb 26, 2026
Node ClassificationCora (48/32/20)graph50Feb 26, 2026
Node ClassificationActor (48/32/20)graph50Feb 26, 2026
Compressive Sensing RecoveryBSD68computer vision50Feb 26, 2026
Image ReconstructionCelebA HQ (test)computer vision50Feb 26, 2026
Image ClassificationAircraftcomputer vision50Mar 31, 2026
Medical Image SegmentationISIC 2017 (test)bio medicalcomputer vision50Jun 30, 2026
Emotional Support ConversationESConv (test)llm chat instructionnlp50Apr 3, 2026
Object CountingFSC-147 1.0 (test)computer visionObject Counting on FSC-147 1.0 (test) performance trend50Feb 26, 2026
Object CountingFSC-147 1.0 (val)computer visionObject Counting on FSC-147 1.0 (val) performance trend50Feb 26, 2026
Fake Face DetectionCeleb-DF v2 (test)computer vision50Feb 26, 2026
Generative ModelingMNISTimage generation editingvideo generation editing+1450Jun 30, 2026
Facial Landmark DetectionWFLW Posecomputer visionFacial Landmark Detection on WFLW Pose performance trend50Feb 26, 2026
Semantic Scene CompletionSemanticKITTI official (test)3d vision geometrycomputer visionSemantic Scene Completion on SemanticKITTI official (test) performance trend50Feb 26, 2026
Deep Metric LearningCARS196computer vision50Feb 26, 2026
Open Set RecognitionCIFAR+50computer vision50Feb 26, 2026