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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 781 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video UnderstandingVideo-MME Longcomputer vision32Feb 26, 2026
ClassificationPneumoniaMNIST MedMNIST v2 (test)computer visionnlp+332Feb 26, 2026
Few-shot Semantic SegmentationISICcomputer vision32Feb 26, 2026
General Visual Question AnsweringRealWorldQAmultimodalcomputer vision+132Jul 7, 2026
Image ClassificationImageNet-1k (val)computer vision32Feb 26, 2026
Multimodal Spatial IntelligenceEASI (In-Domain)multimodalcomputer vision32Feb 26, 2026
Computer-Aided Diagnosis (CAD)VinDrbio medicalcomputer vision32Feb 26, 2026
CT ReconstructionJaw3d vision geometrybio medical32Jun 23, 2026
CT ReconstructionHead3d vision geometrybio medical32Jun 23, 2026
CT ReconstructionFoot3d vision geometrybio medical32Jun 23, 2026
CT ReconstructionBox3d vision geometrybio medical32Jun 23, 2026
CT ReconstructionAAPM L0963d vision geometrybio medical32Jun 23, 2026
CT ReconstructionAAPM L0673d vision geometrybio medical32Jun 23, 2026
Nearest POI Spatial GroundingPAcomputer visionnlp32Feb 26, 2026
Nearest POI Spatial GroundingBJcomputer visionnlp32Feb 26, 2026
Nearest POI Spatial GroundingSGcomputer visionnlp32Feb 26, 2026
Geolocation RankingNew Yorkretrieval search ragnlp32Feb 26, 2026
Multi-image Spatial ReasoningSPAR-Bench-MV + MindCube-Tiny + MMSI-Bench (test)computer visionmultimodal32Jul 2, 2026
Video Anomaly DetectionUCF-Crime (frame-level)computer vision32Feb 26, 2026
Decision FusionDistributed Sensor Network (n=20, m=10, ε=0.1)tabular time series32Feb 26, 2026
System call detectionIoTOwl 0.005 contamination leveladversarial safety security32Feb 26, 2026
Secure Inference (AlexNet)CIFAR-10 (test)computer visionadversarial safety security32Feb 26, 2026
Secure Inference (LeNet)MNIST (test)adversarial safety securitycomputer vision32Feb 26, 2026
Threat Risk AssessmentO-RAN Alliance Generic Threat Classes Manual vs Automated Analysis 1.0miscellaneous32Feb 26, 2026
Training Data ReconstructionRTadversarial safety security32Feb 26, 2026