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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 1342 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
LLM Decode ThroughputApple M3 base tg128 (test)llm chat instruction22Jul 2, 2026
Text-rich Visual Question AnsweringTextVQAmultimodalcomputer vision+122Jul 1, 2026
Hybrid SQL QueryingSemBench wildlifecode developer ainlp+122Jul 1, 2026
Database Query AnsweringSemBench movie scenario v1retrieval search ragnlp22Jul 1, 2026
3D Translational and Angular Velocity Estimation10 Golf Shots real-world 1.0 (test)3d vision geometrycomputer vision22Jul 1, 2026
Trigger inversionYahooadversarial safety securitynlp22Jul 1, 2026
RegressionHEALTH (test)tabular time series22Jul 1, 2026
ClassificationHEALTH (test)computer visionnlp+322Jul 1, 2026
RegressionF&B (test)tabular time series22Jul 1, 2026
ClassificationF&B (test)computer visionnlp+322Jul 1, 2026
Multi-modal ClassificationMM-IMDb (test)multimodalcomputer vision+122Jul 1, 2026
Slide-level classificationCAMELYON 17 (test)bio medicalcomputer vision22Jun 30, 2026
Slide-level classificationPANDA held-out (test)bio medicalcomputer vision22Jun 30, 2026
Slide-level calibrationCAMELYON17 (test)bio medicalcomputer vision22Jun 30, 2026
Slide-level calibrationCAMELYON16 (test)bio medicalcomputer vision22Jun 30, 2026
Slide-level calibrationPANDA (test)bio medicalcomputer vision22Jun 30, 2026
General ReasoningMMLU-Prollm chat instructionnlp22Jul 2, 2026
Kernel FuzzingLinux Kernel 10 Targetsadversarial safety security22Jun 30, 2026
Content ModerationDynamic Evaluation Sets Adversarial 1.0nlpcomputer vision+122Jun 29, 2026
Content Moderation and Data Securityin-house business benchmarksnlpadversarial safety security22Jun 29, 2026
Domain Capability Evaluationin-house domain capability benchmarksadversarial safety securityllm chat instruction22Jun 29, 2026
Document-level classificationSocial Media Postsnlp22Jun 26, 2026
Commonsense ReasoningWinoGAViLnlp22Jun 26, 2026
Traffic Generation24-hour traffic targets (10 detectors)tabular time series22Jun 26, 2026
Fine-Grained Visual ClassificationFGVC-Aircraftscomputer vision22Jun 25, 2026