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Benchmarks

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

309,131 benchmarksPage 1170 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text ClassificationYahoo! Answersnlp24Jun 5, 2026
ClassificationYahoocomputer visionnlp+324Jun 5, 2026
DenoisingPM-25 sigma=0.5bio medicalcomputer vision24Jun 5, 2026
DenoisingSSTbio medicalcomputer vision24Jun 5, 2026
Posterior SamplingLinear Gaussian n=400miscellaneous24Jun 5, 2026
Posterior SamplingLinear Gaussian n=80miscellaneous24Jun 5, 2026
Posterior SamplingLinear Gaussian n=2miscellaneous24Jun 5, 2026
Generative TaskAlpaca random subset of 1,000 samplesllm chat instructionnlp24Jun 5, 2026
Signal ReconstructionReal DSC-MRI datasetmiscellaneous24Jun 5, 2026
Recommendation TasksML 20% 20M (test)tabular time series24Jun 5, 2026
Recommendation TasksML 20% 10M (test)tabular time series24Jun 5, 2026
Multi-phase Image SegmentationSynthetic Imagecomputer vision24Jun 5, 2026
Image Mesh RepresentationLenacomputer vision3d vision geometry24Jun 5, 2026
Audio Deepfake DetectionxTTS v2speech audio24Jun 4, 2026
Audio Deepfake DetectionKokoro-82Mspeech audio24Jun 4, 2026
Audio Deepfake DetectionVITSspeech audio24Jun 4, 2026
Report GenerationBreastStage MRIbio medicalnlp24Jun 4, 2026
Visual Question AnsweringBreastStage-Bench Open-endedmultimodalcomputer vision+124Jun 4, 2026
Visual Question AnsweringBreastStage-Bench Closed-endedmultimodalcomputer vision+124Jun 4, 2026
Automatic Speech RecognitionTALCS (test)speech audio24Jun 4, 2026
Automatic Speech RecognitionVCTK noisyspeech audio24Jun 4, 2026
LLM Decoding ThroughputNOSA-8B 32K context lengthllm chat instruction24Jun 4, 2026
LLM Decoding ThroughputMiniCPM4.1-8B 32K context lengthllm chat instruction24Jun 4, 2026
Simulator selectionMeaslesmiscellaneous24Jun 4, 2026
Simulator selectionSupply Chainmiscellaneous24Jun 4, 2026