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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 251 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Monocular Depth EstimationKITTI improved ground truth (Eigen split)3d vision geometrycomputer vision65Feb 26, 2026
Human Pose EstimationCOCO (val)computer vision65Jul 2, 2026
Image ClassificationImageNet 1K (val)computer vision65Feb 26, 2026
Instance SegmentationMS-COCOcomputer vision65Mar 16, 2026
Image ClassificationCIFAR10 (train)computer vision65May 26, 2026
Multilingual Question AnsweringTydiQAnlpretrieval search rag65Mar 12, 2026
Visual Question AnsweringVizWiz (test-dev)multimodalcomputer vision+1Visual Question Answering on VizWiz (test-dev) performance trend65Feb 27, 2026
Link PredictionUCI (inductive)graph65May 18, 2026
Image ClassificationImageNetcomputer vision65Mar 16, 2026
Image ClassificationSTL10-LT (gamma_l = 10) (test)computer vision65May 19, 2026
Few-Shot Semantic SegmentationPascal-5i (test)computer vision65Feb 26, 2026
Category-level 6D Pose EstimationREAL275 (test)3d vision geometrycomputer visionCategory-level 6D Pose Estimation on REAL275 (test) performance trend65Jul 7, 2026
Image ClassificationImageNet original (val)computer vision65Feb 26, 2026
Out-of-distribution DetectionImageNet-1k vs Textures (test)computer visiontabular time series65Feb 26, 2026
Image ClassificationCIFAR-10-LT (val)computer vision65Feb 26, 2026
Anomaly DetectionMNIST (test)tabular time series65Feb 26, 2026
Offline Reinforcement LearningD4RL Gym halfcheetah-mediumrobotics embodied ai65May 29, 2026
Image ClassificationImageNet 1k (val)computer vision65Feb 26, 2026
Node ClassificationCrocodilegraph65Jun 11, 2026
3D Shape CorrespondenceFAUST remeshed (test)3d vision geometry65Feb 26, 2026
Facial Landmark DetectionWFLW (Full)computer vision65Feb 26, 2026
Image classificationVLCS (test)computer visionImage Classification on VLCS (test) performance trend65Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision65Feb 26, 2026
Semantic SegmentationBDD100K nightcomputer vision65Feb 26, 2026
Relation ExtractionDocRED v1 (dev)nlp65Feb 26, 2026