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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 1431 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Harmful Request RejectionstrongREJECTadversarial safety securityllm chat instruction21Jun 25, 2026
Univariate time-series anomaly detectionTSB-AD U Evatabular time series21Jun 9, 2026
Question AnsweringCWQA (test)nlp21Jun 9, 2026
Image InpaintingFFHQ 256x256image generation editingcomputer vision21Jun 18, 2026
Speaker VerificationEvaluation Datasetspeech audio21Jun 9, 2026
Image GenerationLSUN Bedrooms 256x256image generation editing21Jun 9, 2026
Language Model CalibrationSCITLDR (dev)llm chat instructionnlp21Jun 9, 2026
Language Model CalibrationAPIGen (test)llm chat instructionnlp21Jun 9, 2026
Confidence EstimationSCITLDR (dev)nlpcomputer vision+121Jun 9, 2026
Confidence EstimationAPIGen (test)nlpcomputer vision+121Jun 9, 2026
Minimum activation count (ACmin) measurementHBM2 chipsmiscellaneous21Jun 9, 2026
Video UnderstandingVSI-Benchcomputer vision21Jul 3, 2026
Document Screening Stopping RulesPatent Prior-Artretrieval search ragnlp21Jun 8, 2026
AI-generated image detectionForenSynth (test)image generation editingcomputer vision21Jun 8, 2026
Link PredictionCiteSeer G (test)graph21Jun 8, 2026
Limited-angle CT ReconstructionAAPM 90-degree Angle3d vision geometrybio medical21Jun 5, 2026
Sparse-view CT ReconstructionAAPM 2-viewbio medical3d vision geometry21Jun 5, 2026
Sparse-view CT ReconstructionAAPM 4-viewbio medical3d vision geometry21Jun 5, 2026
Sparse-view CT ReconstructionAAPM 8-viewbio medical3d vision geometry21Jun 5, 2026
Image ClassificationStanford Carscomputer vision21Jun 23, 2026
Image ClassificationOxford-IIIT Petscomputer vision21Jun 23, 2026
Literary TranslationMetaphorTrans (in-domain)nlp21Jun 5, 2026
Literary TranslationO. Henry Collection (out-of-domain)nlp21Jun 5, 2026
Binary Image ClassificationSTL-10computer vision21Jun 5, 2026
Knowledge cutoff successCounterfactualllm chat instructionnlp21Jun 5, 2026