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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 411 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Machine UnlearningCIFAR-10 bird, Class 2 (test)adversarial safety security48Feb 27, 2026
Intrusion DetectionEdge-IIoTsettabular time series48Feb 26, 2026
Intrusion DetectionCIC-IDS 2018tabular time series48Jun 23, 2026
Untargeted Attack DetectionEdge-IIoTset non-IIDadversarial safety security48Feb 26, 2026
Untargeted Attack DetectionCIC-IDS non-IID 2018adversarial safety security48Feb 26, 2026
Targeted attack detectionCIC-IDS IID 2018adversarial safety security48Feb 26, 2026
Worst-Case Estimation ErrorHelpSteer2 (test)llm chat instruction48Feb 26, 2026
Generative ModelingImageNet (train)image generation editingvideo generation editing+1448Jun 18, 2026
Watermark Detectionfinance_qaadversarial safety security48Feb 26, 2026
Watermark Detectionlongform_qaadversarial safety security48Feb 26, 2026
Watermark Detectiondolly_cwadversarial safety security48Feb 26, 2026
Watermark Detectionfake_newsadversarial safety security48Feb 26, 2026
Watermark Detectionmmw storyadversarial safety security48Feb 26, 2026
Watermark Detectionbook_reportadversarial safety security48Feb 26, 2026
Graph ClusteringAMAPgraph48Jun 23, 2026
Mathematical ReasoningBeyond-AIMEllm chat instructionnlp48Feb 26, 2026
Mathematical ReasoningAMO-Benchllm chat instructionnlp48Feb 26, 2026
Unconditional GenerationAFHQ 64 x 64 v2nlp48Jun 9, 2026
Underwater Image EnhancementSeaThru (sample images)computer vision48Feb 26, 2026
Audio ClassificationBeijing-Operaspeech audio48Jul 1, 2026
Graph GenerationPlanargraphbio medical48Apr 14, 2026
Image ClassificationPlantNet-300Kcomputer vision48Mar 26, 2026
ClassificationBankcomputer visionnlp+348May 26, 2026
Vehicle Edge CachingMovieLens 1M (test)tabular time series48Feb 26, 2026
Text-to-Image GenerationMS-COCO zero-shot 512 x 512 Stable Diffusion v3.5image generation editing48Feb 26, 2026