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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 1172 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Line RetrievalLine Retrieval 100 linesretrieval search rag24Jun 4, 2026
Instruction FollowingIFEvalllm chat instruction24Jun 4, 2026
LLM AlignmentUltrafeedbackllm chat instructionadversarial safety security24Jun 11, 2026
Preference AlignmentSkyworkllm chat instructionadversarial safety security24Jun 4, 2026
Causal InferenceKang & Schafertabular time series24Jun 4, 2026
Mathematical ReasoningAIME24llm chat instructionnlp24Jun 30, 2026
Opinion EditingFOE 1.0 (test)nlp24Jun 4, 2026
Multi-component causal tracingCounterFact Factualnlp24Jun 4, 2026
Attention Head Selection (Causal Tracing)WinoBiasnlpadversarial safety security24Jun 4, 2026
Attention Head Selection (Causal Tracing)WinoGendernlpadversarial safety security24Jun 4, 2026
Inertial OdometryAria (test)robotics embodied ai3d vision geometry24Jun 4, 2026
Inertial OdometryNymeria (test)robotics embodied ai3d vision geometry24Jun 4, 2026
Deepfake DetectionAdversarial Fake Images SP24computer visionadversarial safety security24Jun 4, 2026
Memory recallnoisy_long_recall primary memory benchmarkllm chat instruction24Jun 4, 2026
Multi-Hop Question AnsweringBamboogle (test)nlpretrieval search rag24Jul 7, 2026
Multi-Hop Question Answering2Wiki (test)nlpretrieval search rag24Jul 7, 2026
Price PublicationPrice publication problem Linear regime, q=1, 1000 settlement periodstabular time series24Jun 2, 2026
Agentic Safety and Utility EvaluationPowerSeeking Benchagents tool useadversarial safety security24Jun 2, 2026
Continual Instruction TuningTRACEllm chat instructionnlp24Jun 2, 2026
Continual Instruction TuningNI-Seq M1llm chat instructionnlp24Jun 2, 2026
Continual Instruction TuningNI-Seq-C1llm chat instructionnlp24Jun 2, 2026
Continual Instruction TuningNI-Seq-G1llm chat instructionnlp24Jun 2, 2026
Part-level Pose EstimationReal-world datasetcomputer vision24Jun 2, 2026
Articulated Joint EstimationReal-world datasetcomputer vision24Jun 2, 2026
Part SegmentationReal-world datasetcomputer vision24Jun 2, 2026