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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 1246 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Membership Inference AttackClinicalnotes fine-tuned (test)adversarial safety security24Feb 26, 2026
Rerouting MitigationD (test)adversarial safety security24Feb 26, 2026
Prompt Injection PreventionNQ simplifiedadversarial safety security24Feb 26, 2026
Top-5 most frequently visited location queryingFoursquare check-in raw (test)retrieval search rag24Feb 26, 2026
Activity PredictionCapture24 Top-3 most frequent activitiescomputer vision24Feb 26, 2026
Human Activity RecognitionCapture24 2024computer vision24Feb 26, 2026
Top-k popular visited location predictionFoursquare check-in dataset Top-3 popular visited locations 77 most common labelstabular time series24Feb 26, 2026
Power-based Malware DetectionPower-based Malware Detection Datasetbio medical24Feb 26, 2026
Vulnerability DetectionPrimeVuladversarial safety securitycode developer ai24Feb 27, 2026
LLM Inference AccelerationMBPPllm chat instruction24Feb 26, 2026
Temporal Question AnsweringTransientTables (test)nlpretrieval search rag24Feb 26, 2026
NLP WatermarkingWaterBench & RepoBench-P (test)nlp24Feb 26, 2026
Mandarin Dialect IdentificationKeSpeech (test)speech audio24Feb 26, 2026
GUI reasoningAndroidControl Lowcomputer visionnlp24Apr 16, 2026
Question AnsweringGPQAnlp24Feb 26, 2026
SummarizationAggregate (test)nlp24Feb 26, 2026
SummarizationSciGen (test)nlp24Feb 26, 2026
SummarizationBookSum (test)nlp24Feb 26, 2026
SummarizationArXiv (test)nlp24Feb 26, 2026
Machine Reading ComprehensionBelebele Target languagenlp24Mar 24, 2026
Multimodal ReasoningNaturalBenchmultimodalnlp24Feb 26, 2026
Physical Commonsense ReasoningPIQAnlp24Feb 26, 2026
Boolean Question AnsweringBoolQnlp24Feb 26, 2026
Paraphrase DetectionMRPCnlp24Feb 26, 2026
Sentiment ClassificationSST-2nlp24Feb 26, 2026