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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 1868 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Anomaly DetectionEnvironmenttabular time series18Mar 24, 2026
Anomaly DetectionEnergytabular time series18Mar 24, 2026
Anomaly DetectionWeathertabular time series18Mar 24, 2026
Multimodal Time Series ForecastingAgriculturetabular time seriesmultimodal18May 12, 2026
Mathematical ReasoningNuminaMathllm chat instructionnlp18Mar 24, 2026
Fine-grained Visual PerceptionVStarcomputer vision18Mar 24, 2026
Visual Search and ReasoningVStarcomputer visionretrieval search rag+118Mar 24, 2026
Question AnsweringBBQ Racenlp18Mar 24, 2026
Question AnsweringBBQ Nationalitynlp18Mar 24, 2026
Knowledge Unlearning16-task Sequential Unlearning Forgotten Data Avgnlpadversarial safety security18Mar 24, 2026
Multiple-choice commonsense reasoningWinograndellm chat instructionnlp18Mar 24, 2026
Long Video GenerationVBench-Long 30 secondsvideo generation editing18Jun 2, 2026
Science Question AnsweringFrontierSciencenlpbio medical18May 25, 2026
Data assimilation20-dimensional Lorenz–96 system S = 10 independent simulationstabular time series18Mar 24, 2026
FilteringLorenz–63tabular time series18Mar 24, 2026
FilteringLorenz-96 10-dimensionaltabular time series18Mar 24, 2026
ClassificationBreastCancercomputer visionnlp+318Mar 24, 2026
ClassificationRicecomputer visionnlp+318Mar 24, 2026
ClassificationBankNotecomputer visionnlp+318Mar 24, 2026
Multi-label text classificationRCV1 V2nlp18Mar 24, 2026
Multi-label text classificationOhsumednlp18Mar 24, 2026
LLM Text AttributionWritingPromptsllm chat instructionnlp18Mar 24, 2026
LLM Text AttributionSQuADllm chat instructionnlp18Mar 24, 2026
LLM Text AttributionXSumllm chat instructionnlp18Mar 24, 2026
Defense against adaptive adversarial attacksJigsawToxicityadversarial safety security18Mar 24, 2026