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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 2258 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal RecommendationAmazon Beauty 6 (leave-one-out)multimodalnlp16Feb 26, 2026
Misinformation DetectionMMCoVaRnlp16Apr 8, 2026
Information RetrievalFiQA benign retrievalretrieval search rag16Feb 26, 2026
Information RetrievalNatural Questions (NQ) benign retrievalretrieval search rag16Feb 26, 2026
RecommendationBookstabular time series16Apr 27, 2026
Node RetrievalICLR 2025 (500 papers)graphretrieval search rag16Feb 26, 2026
List-wise RecommendationLastFMtabular time series16Feb 26, 2026
Pair-wise RecommendationLastFMtabular time series16Feb 26, 2026
CTR PredictionAmazon Instrumenttabular time series16Feb 26, 2026
CTR PredictionAmazon-Fashiontabular time series16Feb 26, 2026
Retrieval-Augmented GenerationACL-OCLretrieval search ragnlp16Feb 26, 2026
Question AnsweringIRB1Knlp16Feb 26, 2026
Multi-behavior Sequential RecommendationTmall (test)tabular time series16Feb 26, 2026
Multi-behavior Sequential RecommendationTaobao (test)tabular time series16Feb 26, 2026
Multi-behavior Sequential RecommendationYelp (test)tabular time series16Feb 26, 2026
CTR PredictionSQStabular time series16Feb 26, 2026
Long-sequence generative recommendationMerRecllm chat instructionnlp16Feb 26, 2026
Question AnsweringNarrativeQAnlp16Feb 26, 2026
Question AnsweringQaspernlp16Feb 26, 2026
Driver Drowsiness EstimationDrivingcomputer visionbio medical16Feb 26, 2026
Scene GenerationWorld Craft (test)image generation editing16Feb 26, 2026
Seizure DetectionNICUbio medicaltabular time series16Feb 26, 2026
Seizure DetectionCHSZbio medicaltabular time series16Feb 26, 2026
Cognitive load estimationCohorts D+E nested-CV v1.0 (Cohort E evaluation)bio medicaltabular time series16Feb 26, 2026
End-to-End Autonomous Driving PlanningNAVSIM v1 (Navtest)robotics embodied aicomputer vision16Feb 26, 2026