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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 593 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Time Series Anomaly DetectionPSMtabular time series38Mar 30, 2026
General ReasoningGPQAllm chat instructionnlp38Jun 1, 2026
Mathematical ReasoningAIME25llm chat instructionnlp38May 22, 2026
Visual Object TrackingOTB-100computer vision38Jul 3, 2026
Response correctness and completeness evaluationWikipediallm chat instructionnlp38Feb 26, 2026
Molecular Docking Score OptimizationTarget proteins (PARP1, FA7, 5HT1B, BRAF, JAK2) (novel top 5% molecules)bio medical38May 12, 2026
Code GenerationMBPPcode developer ai38Feb 27, 2026
Deductive ReasoningProntoQAnlp38Apr 23, 2026
SummarizationLongBench GovReportnlp38May 22, 2026
Deep SearchBrowse Compretrieval search ragagents tool use38Mar 31, 2026
Node ClassificationArxiv 2023 (test)graph38Jun 11, 2026
Membership Inference AttackTUH-EEG Record-level (test)adversarial safety security38Feb 26, 2026
Text-to-Image GenerationHPDimage generation editing38May 27, 2026
Low-Rank Matrix OptimizationMolecular Conformation (PDB)miscellaneous38Feb 26, 2026
Automatic Speech RecognitionSEAME SGE (dev)speech audio38Jul 7, 2026
Automatic Speech RecognitionSEAME Man (dev)speech audio38Jul 7, 2026
Speaker VerificationVox-H VoxCeleb2 (test)speech audio38Apr 29, 2026
Speaker VerificationVoxCeleb2 O (test)speech audio38Apr 29, 2026
Audio Deepfake DetectionASVspoof LA 2019speech audio38May 19, 2026
Neural Architecture SearchNASBench-201 ImageNet16-120miscellaneous38Feb 26, 2026
Concept AttributionGoEmotions v1.0 (test)computer visionnlp38Feb 26, 2026
Multimodal ReasoningMATH-Vision (full)multimodalnlp38May 28, 2026
Targeted AttackImageNet (test)adversarial safety security3d vision geometry38Feb 26, 2026
PDE SolvingPipe Structured Mesh (test)miscellaneous38May 12, 2026
PDE SolvingAirfoil Structured Mesh (test)miscellaneous38May 12, 2026