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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 737 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Open-book Question AnsweringOpenBookQA 1.0 (test)nlpretrieval search rag33Feb 26, 2026
Yes/No Reading ComprehensionBoolQ 1.0 (test)nlpllm chat instruction33Feb 26, 2026
Multiple-choice Question AnsweringBangla MMLU 1.0 (test)nlp33Feb 26, 2026
Knowledge Graph RetrievalPrime (test)retrieval search raggraph33May 29, 2026
Knowledge Graph RetrievalMAG (test)retrieval search raggraph33May 29, 2026
Natural Language UnderstandingGLUE (test)nlp33Feb 26, 2026
Triplet AlignmentToxicnlp33May 28, 2026
ClusteringNYTClusttabular time series33May 28, 2026
RecommendationGoodreads (test)tabular time series33Jun 11, 2026
Topic Relatedness AssessmentLiterary passage sets 50 (Evaluation)nlp33Feb 26, 2026
JailbreakingAdvBench (test)adversarial safety securityllm chat instruction33Mar 4, 2026
Sentiment AnalysisSST-2nlp33Feb 26, 2026
Base-to-novel generalizationAverage base-to-novelcomputer vision33Jul 2, 2026
Object DetectionMSCOCO 2017 (val)computer vision33Feb 26, 2026
Image ClassificationCIFAR-100-C (test)computer vision33Jul 7, 2026
LiDAR LocalizationNCLT 2012-05-263d vision geometryrobotics embodied ai33Jun 29, 2026
LiDAR LocalizationNCLT 2012-03-313d vision geometryrobotics embodied ai33Jun 29, 2026
LiDAR LocalizationNCLT 2012-02-193d vision geometryrobotics embodied ai33Jun 29, 2026
LiDAR LocalizationNCLT 2012-02-123d vision geometryrobotics embodied ai33Jun 29, 2026
Multimodal ReasoningBLINKmultimodalnlpMultimodal Reasoning on BLINK performance trend33Jun 18, 2026
Video-Language UnderstandingActivityNetmultimodalcomputer vision+133Jun 24, 2026
Image ClassificationOxford-IIIT Petscomputer vision33May 1, 2026
Image ClassificationPetscomputer vision33Feb 27, 2026
Age EstimationAFAD-Bcomputer vision33Feb 26, 2026
Image-level Anomaly DetectionDAGMcomputer vision33Mar 4, 2026