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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 68 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Reading ComprehensionRACEnlp151Feb 26, 2026
Visual Question AnsweringMMStarmultimodalcomputer vision+1Visual Question Answering on MMStar performance trend151Jul 7, 2026
Emotion RecognitionIEMOCAPspeech audiocomputer vision+1Emotion Recognition on IEMOCAP performance trend151Jun 25, 2026
Audio ClassificationAudioSet 20Kspeech audioAudio Classification on AudioSet 20K performance trend151Jun 9, 2026
Video Quality AssessmentLIVE-VQCcomputer visionVideo Quality Assessment on LIVE-VQC (SRCC, PLCC) performance trend151May 21, 2026
Image ClassificationCIFAR-10 (test)computer vision151Feb 26, 2026
Anomaly DetectionWBCtabular time seriesAnomaly Detection on WBC performance trend151Jun 16, 2026
6D Pose EstimationYCB-Video3d vision geometry151May 14, 2026
Node ClusteringCiteseergraphNode Clustering on Citeseer performance trend151Jun 12, 2026
Semantic SegmentationGTA5 to Cityscapes (test)computer visionSemantic Segmentation on GTA5 to Cityscapes (test) performance trend151Feb 26, 2026
Image Super-ResolutionBSDS100computer vision151Mar 11, 2026
Single Image Super-ResolutionDIV2K (val)computer vision151Feb 26, 2026
Mathematical ReasoningMathVista minillm chat instructionnlpMathematical Reasoning on MathVista mini performance trend151Jul 7, 2026
Semantic SegmentationPascal VOC 20computer visionSemantic Segmentation on Pascal VOC 20 performance trend151Jun 9, 2026
Image GenerationCIFAR-10 32x32image generation editingImage Generation on CIFAR-10 32x32 performance trend151Apr 20, 2026
Multi-hop Question AnsweringMuSiQue (test)nlpretrieval search ragMulti-hop Question Answering on MuSiQue (test) performance trend151Jul 7, 2026
l2-loss evaluationApproximate Differential Privacy Mechanismsmiscellaneous150May 28, 2026
Privacy-preserving linear classificationBinary linear classification datasettabular time seriesadversarial safety security150May 28, 2026
L1-loss minimization under approximate Differential PrivacyScalar Queriesmiscellaneous150May 28, 2026
Expected l1-loss minimization(ε, δ)-Differential Privacy grid low-privacy and high-privacy regimesmiscellaneous150May 28, 2026
Income PredictionACSIncome (test)tabular time series150May 12, 2026
Classification CalibrationMEPS (test)computer vision150May 12, 2026
Social Commonsense ReasoningSocialIQAnlpSocial Commonsense Reasoning on SocialIQA performance trend150Jun 24, 2026
Auto-biddingAuctionNettabular time series150Jun 15, 2026
Sequential RecommendationML-1Mtabular time series150Jul 7, 2026