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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 2028 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Direct RecommendationAmazon Clothing 5-core filtering (leave-one-out)retrieval search rag17Mar 19, 2026
Direct RecommendationAmazon Beauty 5-core filtering (leave-one-out)retrieval search rag17Mar 19, 2026
Direct RecommendationAmazon Toys 5-core filtering (leave-one-out)retrieval search rag17Mar 19, 2026
Dynamics State EstimationSimulation driving patterns Allrobotics embodied ai17Mar 19, 2026
Dynamics State EstimationSimulation driving patterns c5: CRMrobotics embodied ai17Mar 19, 2026
Dynamics State EstimationSimulation driving patterns c3: RWLrobotics embodied ai17Mar 19, 2026
Dynamics State EstimationSimulation driving patterns c1: FROrobotics embodied ai17Mar 19, 2026
Vision-and-Language NavigationRoom-to-Room (R2R) VLN-CE (val unseen)robotics embodied aimultimodal17Mar 19, 2026
Deductive ReasoningLogicalDeductionnlp17Mar 19, 2026
Graph ClassificationIMDB-M Social (10-fold cross-validation)graph17Mar 19, 2026
RecommendationBeerAdvocate (test)tabular time series17Apr 20, 2026
Building VectorizationWHU-Building (test)computer vision17Jun 11, 2026
Visual ReasoningVisualProbemultimodalcomputer vision17Mar 18, 2026
Multimodal ReasoningMME RWLitemultimodalnlp17Mar 18, 2026
Stereo MatchingETH3D full-res (test)3d vision geometrycomputer vision17Mar 18, 2026
Image ClassificationCIFAR10 (Non-IID 2)computer vision17May 14, 2026
Novel View SynthesisMip360 (R)3d vision geometry17Mar 17, 2026
Closed-loop planningCARLA Bench2Drive (leaderboard)robotics embodied ai17Mar 17, 2026
Image DenoisingBSD68 sigma=50computer vision17Mar 17, 2026
Accent NormalizationL2-ARCTIC (test)speech audio17Jul 7, 2026
Anomaly DetectionADBench ID 2tabular time series17Mar 17, 2026
Anomaly DetectionADBench ID 1tabular time series17Mar 17, 2026
Text-to-Image GenerationDrawBench Visual Text Renderingimage generation editing17Mar 17, 2026
Multi-Modal Heterogeneous Capacitated Vehicle Routing ProblemMMHCVRP N=100, M=7 (test)miscellaneous17Mar 17, 2026
Multi-Modal Heterogeneous Capacitated Vehicle Routing ProblemMMHCVRP N=60, M=7 (test)miscellaneous17Mar 17, 2026