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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 1737 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Graph-level Cycle CountingChordal Cycle Counting (test)graph19May 8, 2026
Anomaly DetectionPubMedtabular time series19May 20, 2026
Automated Software EngineeringSWE-bench Litecode developer ai19Feb 26, 2026
Graph Anomaly DetectionDGraph-Fingraph19Mar 10, 2026
Graph Anomaly DetectionACMgraph19Feb 26, 2026
Graph Anomaly DetectionCiteseergraph19Feb 26, 2026
Graph Anomaly DetectionAmazon v1 (full)graph19Feb 26, 2026
Time Series ReasoningTSUR Reasoning (test)tabular time series19Feb 26, 2026
ClusteringMNISTtabular time series19Feb 26, 2026
Counterfactual explanationsLoan-Decisiontabular time series19Feb 26, 2026
Anomaly DetectionHepatitistabular time series19Mar 17, 2026
Offline Reinforcement LearningHopper expertrobotics embodied ai19Feb 26, 2026
Zero-shot Downstream Reasoning and Knowledge TasksDownstream Reasoning Task Suite (ARC-E, ARC-C, HS, OBQA, PIQA, WG, Arith.) zero-shotllm chat instructionnlp19Feb 26, 2026
Language ModelingLanguage Modeling Corpus (val)nlp19Feb 26, 2026
Long-context retrievalRULER 64K contextretrieval search ragllm chat instruction19Apr 28, 2026
LocomotionD4RL MuJoCo hopper-medium-replay v2robotics embodied ai19May 19, 2026
CodingCRUXEval-Ocode developer ai19May 26, 2026
Text ClassificationIMDB (test)nlp19Jul 9, 2026
Out-of-Distribution DetectionMNIST (In) FashionMNIST (Out) (test)computer visiontabular time series19Feb 26, 2026
Out-of-Distribution DetectionCIFAR-10 OpenOOD (test)computer visiontabular time series19May 28, 2026
Language ModelingWikiText-103 (train)nlp19Jun 1, 2026
Mathematical ReasoningAMC 2023llm chat instructionnlp19Apr 14, 2026
Hierarchical Clusteringbirdstabular time series19Feb 26, 2026
Hierarchical Clusteringmnisttabular time series19Feb 26, 2026
Information-seekingBrowseCompretrieval search rag19Feb 26, 2026