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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 1348 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Face VerificationRFWcomputer vision22Jun 4, 2026
Face Verification Accuracy and CalibrationRFW (test)computer vision22Jun 4, 2026
Face Verification Fairness EvaluationBFW (test)computer visionadversarial safety security22Jun 4, 2026
Long-context understandingLongBenchllm chat instructionnlp22Jun 4, 2026
RetrievalNeedle-in-A-Haystack RULERretrieval search rag22Jun 4, 2026
Remote Sensing Change CaptioningLEVIR-CCcomputer visionnlp22Jul 7, 2026
Privacy Parameter EstimationCora 50% nodes sampled (train)graphadversarial safety security22Jun 4, 2026
Star discrepancy estimationsequences various configurationsmiscellaneous22Jun 4, 2026
Node ClassificationProducts (test)graph22Jun 4, 2026
Multi-Hop Question AnsweringHotpotQAnlpretrieval search rag22Jul 8, 2026
Subtask 1SemEvalnlp22Jun 4, 2026
Causal DiscoveryFlood CausalRivertabular time series22Jun 4, 2026
Knowledge EditingMQuAKE-Tnlpllm chat instruction22Jun 4, 2026
Image ClassificationMetaShift Cat vs. Dog 18 (test)computer vision22Jun 4, 2026
Domain GeneralizationMetaShift Animals 8-class (test)computer vision22Jun 4, 2026
Spatial decision-makingMaze size 8robotics embodied ai22Jun 4, 2026
Robust ClassificationWaterbirds (test)nlptabular time series22Jun 23, 2026
Single-Hop Question AnsweringNQ (test)nlpretrieval search rag22Jul 7, 2026
Tool UsingNon-Live P-Mulagents tool use22Jun 2, 2026
Tool UsingNon-Live Paraagents tool use22Jun 2, 2026
Tool UsingLive P-Mulagents tool use22Jun 2, 2026
Tool UsingLive Paraagents tool use22Jun 2, 2026
General PerformanceAggregated Benchmarksllm chat instruction22Jun 2, 2026
State EstimationUIP-DBtabular time series22Jun 2, 2026
Visual Place RecognitionPitts30k (test)computer vision22Jun 2, 2026