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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 1071 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Federated UnlearningCIFAR-10 (test)miscellaneous26May 26, 2026
Hypergraph ClassificationIMDB dir formgraph26Feb 26, 2026
Fraud DetectionCredit Card Fraud Detection (test)tabular time series26Jul 2, 2026
Offline Reinforcement LearningHalfCheetah medium-expertrobotics embodied ai26May 29, 2026
Bayesian Optimization50 optimization problems COCO, BoTorch, Bayesmark (aggregated)miscellaneous26Feb 26, 2026
SUM-MCIFAR-10 (full)computer vision26Feb 26, 2026
SUM-MMNIST (full)computer vision26Feb 26, 2026
Graph ClassificationHIV GraphOOD (test)graph26Feb 26, 2026
Molecule DesignMolecule Design (test)bio medical26Feb 26, 2026
Question AnsweringHotpotQA (test)nlp26Mar 25, 2026
Molecular generationQM9bio medical26May 19, 2026
Scientific Document RetrievalDORIS-MAE (test)retrieval search ragnlp26Feb 26, 2026
Scientific Document RetrievalCSFCube (test)retrieval search ragnlp26Feb 26, 2026
Multimodal Document Question AnsweringMMLongBenchmultimodalnlp26Jul 7, 2026
Text RetrievalBEIR-5 (test)retrieval search rag26Feb 26, 2026
Sequential RecommendationML-20Mtabular time series26Apr 3, 2026
RecommendationAmazon Instruments (test)tabular time series26Feb 26, 2026
Binary ClassificationZHOU Average 2016tabular time series26Feb 26, 2026
Binary ClassificationZHOU Subject S4 2016tabular time series26Feb 26, 2026
Binary ClassificationZHOU Subject S3 2016tabular time series26Feb 26, 2026
Binary ClassificationZHOU2016 Subject S2tabular time series26Feb 26, 2026
Binary ClassificationZHOU2016 Subject S1tabular time series26Feb 26, 2026
Cross-subject Binary ClassificationBNCI2014001 cross-subjectbio medical26Feb 26, 2026
Albedo EstimationMAW3d vision geometry26May 4, 2026
Domain GeneralizationOfficeHome, PACS and VLCS (Average)computer vision26Apr 3, 2026