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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 1786 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual GroundingOut-of-Distribution OOD Avg (test)multimodalcomputer vision18Jul 3, 2026
Visual GroundingOut-of-Distribution Scatter Plot (test)multimodalcomputer vision18Jul 3, 2026
Visual GroundingOut-of-Distribution Bar Chart (test)multimodalcomputer vision18Jul 3, 2026
Visual GroundingCell Query Out-of-Distribution (test)multimodalcomputer vision18Jul 3, 2026
Visual GroundingOut-of-Distribution Large Table (test)multimodalcomputer vision18Jul 3, 2026
Visual GroundingIn-Distribution (test)multimodalcomputer vision18Jul 3, 2026
Image GenerationImageNet 256 (val)image generation editing18Jul 3, 2026
Linear Regression In-context LearningGarg Linear Regression (d=20)tabular time series18Jul 3, 2026
Alzheimer's Disease DiagnosisADNI Class Balanced (test)bio medicaltabular time series18Jul 3, 2026
Professional Fitness Certification ExamNSCA-CSCSbio medical18Jul 3, 2026
Professional Fitness Certification ExamACSM-EPbio medical18Jul 3, 2026
General Competency AssessmentGeneral-Benchllm chat instructionnlp18Jul 3, 2026
Multi-view Depth EstimationBonn3d vision geometry18Jul 3, 2026
Document Visual Question AnsweringDocVQAmultimodalcomputer vision+118Jul 3, 2026
JailbreakingAdvBench 520adversarial safety securityllm chat instruction18Jul 3, 2026
JailbreakingHarmBench n = 200adversarial safety securityllm chat instruction18Jul 3, 2026
JailbreakingJBB n = 100adversarial safety securityllm chat instruction18Jul 3, 2026
Packet Loss ConcealmentMAESTRO Solo Piano 50-minute file (single file per loss rate)speech audio18Jul 3, 2026
Dynamic Scene ReconstructionNeu3D (all scenes)3d vision geometrycomputer vision18Jul 3, 2026
Few-shot classificationFSC-89 to NSynth-100computer visionnlp+118Jul 3, 2026
Few-shot Open-set Audio ClassificationDomestic Environmentsspeech audiocomputer vision18Jul 3, 2026
Remote Sensing Visual GroundingDIOR-RSVGcomputer visionnlp18Jul 2, 2026
3D Medical Image SegmentationOAI-ZIB (test)3d vision geometrybio medical18Jul 2, 2026
Quadruped Locomotion RobustnessMixed Velocity Quadruped Locomotion (Evaluation Rollouts)robotics embodied ai18Jul 2, 2026
Structured Occlusion ReasoningnuScenes PKL-guided v1.0 (val)computer vision3d vision geometry18Jul 2, 2026