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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 448 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationiWildCam (test)computer vision45May 12, 2026
ClassificationCredit Card Fraud (test)computer visionnlp+345Jun 4, 2026
ClassificationAirline Passenger Satisfaction (test)computer visionnlp+345May 12, 2026
Membership Inference Attack RankingSynthetic Data Release (1,525 runs)adversarial safety security45May 12, 2026
Agentic reasoningALFWorldagents tool use45May 12, 2026
Question AnsweringARCnlp45Jun 4, 2026
Node ClassificationQuestions non-overlapping subgraph partitioninggraph45May 8, 2026
Node ClassificationTolokers (non-overlapping subgraph partitioning)graph45May 8, 2026
Node ClassificationMinesweeper non-overlapping subgraph partitioninggraph45May 8, 2026
Node ClassificationAmazon-ratings non-overlapping subgraph partitioninggraph45May 8, 2026
Node ClassificationRoman-empire non-overlapping subgraph partitioninggraph45May 8, 2026
Virtual Screening100 Proteinsbio medical45May 8, 2026
User preference predictionMovie Pref (test)tabular time series45May 4, 2026
User preference predictionAnime Pref (test)tabular time series45May 4, 2026
User preference predictionBook Pref (test)tabular time series45May 4, 2026
User preference predictionSteam Pref (test)tabular time series45May 4, 2026
Fact verificationPubMed (test)nlp45May 4, 2026
Citation predictionNFCorpus (test)nlp45May 4, 2026
Multi-choice rankingMulti-Condition Ranking (test)retrieval search rag45May 4, 2026
Vehicle Routing Problem OptimizationVRPMB (100-node instances)miscellaneous45May 1, 2026
Roadmap generationRoadMapper Combined English & Chinesellm chat instruction45May 1, 2026
Roadmap generationRoadMapper Chinesellm chat instruction45May 1, 2026
Roadmap generationRoadMapper Englishllm chat instruction45May 1, 2026
Image ClusteringHip radiographs (X-rays) for Singh Index grading (test)computer vision45May 1, 2026
kNN SearchABC Datasetretrieval search rag45Apr 24, 2026