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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 1343 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Fine-Grained Visual ClassificationCaltech Birds-200computer vision22Jun 25, 2026
Instance SegmentationWHU datasetcomputer vision22Jun 25, 2026
Object DetectionNWPU 2024 (test)computer vision22Jun 25, 2026
Object DetectionVHRV 2024 (test)computer vision22Jun 25, 2026
6-DoF UAV Trajectory EstimationMovingDrone (Ours)3d vision geometryrobotics embodied ai22Jun 25, 2026
Training Data Exposure DetectionCOCO (train vs Non-training)adversarial safety security22Jun 24, 2026
Training Data Exposure DetectionPMC-OA (train) vs ROCO (non-train)adversarial safety security22Jun 24, 2026
Concept UnlearningNuditycomputer visionnlp22Jun 24, 2026
Fine-grained ClusteringStanford Carscomputer vision22Jun 24, 2026
Fine-grained ClusteringStanford Dogscomputer vision22Jun 24, 2026
Fine-grained ClusteringCUB Birdscomputer vision22Jun 24, 2026
Anomaly detectionCMS Run 283408 (real collision data)tabular time series22Jun 24, 2026
Multitask Learning8 vision taskscomputer vision22Jun 24, 2026
Concept RemovalRing-A-Bell Violenceimage generation editingadversarial safety security22Jun 23, 2026
Image EditingRISEBench (test)image generation editing22Jun 23, 2026
Image ClassificationCarscomputer vision22Jun 23, 2026
Image ClassificationPetscomputer vision22Jun 23, 2026
Image ClassificationCaltech101computer vision22Jun 23, 2026
Protein-related instruction tasksMol-Instructionsbio medicalllm chat instruction22Jun 23, 2026
Single Domain GeneralizationOfficeHomecomputer vision22Jun 23, 2026
CodecFake DetectionECFD - TIS Corpus Elderly E2 (test)speech audio22Jun 23, 2026
Instance SegmentationIndustrial-parts dataset (unseen query split)computer vision22Jun 23, 2026
Machine TranslationReal-world translation benchmarks Ja→Ennlp22Jun 23, 2026
Tense Reinflectiontense reinflection without auxiliary do (hierarchical)nlp22Jun 23, 2026
Link predictionCiteSeergraph22Jun 19, 2026