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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 1817 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Generative Hallucination EvaluationAMBER (test)llm chat instruction18May 28, 2026
Federated Few-shot Image ClassificationCIFAR10, CIFAR100, EuroSAT, Tiny-ImageNet, OxfordPet, Flower102, Caltech101, Caltech256, Food101 Base classescomputer visiontabular time series18May 28, 2026
Table Question AnsweringWikiTableQuestions OODnlpretrieval search rag18May 28, 2026
Spreadsheet ReasoningSpreadsheetBench Verifiedcode developer ainlp18May 28, 2026
Vulnerability DetectionContextVuladversarial safety securitycode developer ai18May 28, 2026
Few-shot Action RecognitionSS full v2computer vision18May 28, 2026
Graph Anomaly DetectionT-Financegraph18May 28, 2026
Image ClassificationSVHNcomputer vision18Jul 7, 2026
Point Cloud DenoisingPUNet 50K resolution, Discrete noise3d vision geometry18May 27, 2026
Point Cloud DenoisingPUNet 10K resolution Discrete noise3d vision geometry18May 27, 2026
Point Cloud DenoisingPUNet 10K resolution, Laplacian noise3d vision geometry18May 27, 2026
Multimodal ReasoningPOPEmultimodalnlp18Jun 23, 2026
AMG Solver Convergence3D FEM Advection-Diffusionmiscellaneous18May 27, 2026
AMG Solver Convergence3D FEM Anisotropic Diffusionmiscellaneous18May 27, 2026
AMG Solver ConvergenceSocial Hubmiscellaneous18May 27, 2026
AMG Solver ConvergenceTemporal Barabási-Albertmiscellaneous18May 27, 2026
AMG Solver Convergence3D Geometricmiscellaneous18May 27, 2026
Solving Sparse Linear Systems3D FEM Anisotropic Diffusion Symmetricmiscellaneous18May 27, 2026
Solving Sparse Linear SystemsSocial Hub Symmetricmiscellaneous18May 27, 2026
Solving Sparse Linear SystemsTemporal Barabási-Albert Symmetricmiscellaneous18May 27, 2026
Solving Sparse Linear Systems3D Geometric Random Weights (Asymmetric)miscellaneous18May 27, 2026
Ionization energy (Eib) predictionpolymer electronic property dataset (test)bio medical18May 27, 2026
Speech Quality EvaluationVCTK 48 kHz (test)speech audio18Jun 5, 2026
Capacitated Vehicle Routing ProblemExplosion CVRP100miscellaneous18May 27, 2026
Capacitated Vehicle Routing ProblemExpansion CVRP20miscellaneous18May 27, 2026