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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 1990 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Agentic Terminal InteractionTerminal-Bench v1agents tool userobotics embodied ai17Jun 17, 2026
Coreference ResolutionCIN (test)nlp17Jun 17, 2026
Graph ClassificationMoleculeNetgraph17Jun 17, 2026
Binary Outcome DiscriminationResolved vs. Rest (test)tabular time series17Jun 17, 2026
Inpaint (box)ImageNet 256x256image generation editingcomputer vision17Jun 30, 2026
Multi-Task RecommendationShopee (offline)tabular time series17Jun 16, 2026
GPU kernel optimizationKernelBench Level 3miscellaneous17Jun 16, 2026
GPU kernel optimizationKernelBench Level 1miscellaneous17Jun 16, 2026
Image ClassificationMTIL Transfer (test)computer vision17Jun 16, 2026
Video UnderstandingCL-VISTA (test)computer vision17Jun 16, 2026
Visual GroundingV*multimodalcomputer vision17Jun 16, 2026
Visual GroundingHR-Bench 4Kmultimodalcomputer vision17Jun 16, 2026
Textual long-horizon complex reasoningBrowseComp ZHllm chat instruction17Jun 16, 2026
Remote code execution (RCE) exploit generationRCE (test)code developer aiadversarial safety security17Jun 16, 2026
Offline Multi-Objective OptimizationOff-MOO-Bench Sci-Design (50th percentile)miscellaneous17Jun 16, 2026
Offline Multi-Objective OptimizationOff-MOO-Bench MO-NAS (50th percentile)miscellaneous17Jun 16, 2026
Fuzzy Private Set IntersectionL1-FPSI Set Size m=n=2^12, Dimension d=4, WANmiscellaneous17Jun 16, 2026
Fuzzy Private Set IntersectionSynthetic Set Size m=n=2^{12}, Dimension d=4miscellaneous17Jun 16, 2026
MRI reconstructionCOR-PD (test)bio medicalcomputer vision17Jun 16, 2026
Meme ClassificationBn-HIB 1.0 (test)computer visionnlp17Jun 16, 2026
OdometryWHU-Helmet3d vision geometry17Jun 16, 2026
Dynamic Path PlanningDynamic Scenarios Sparse Map Typerobotics embodied ai17Jun 15, 2026
Dynamic Path PlanningDynamic Scenarios Short Map Typerobotics embodied ai17Jun 15, 2026
3D Point Cloud ClassificationShapeNet-C3d vision geometry17Jun 12, 2026
Natural Language GenerationNLG Evaluation Suite (GSM8K, MATH, HumanEval, MBPP, Commonsense)nlp17Jun 12, 2026