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Benchmarks

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

309,131 benchmarksPage 293 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image Manipulation LocalizationColumbiacomputer vision60Jun 11, 2026
Image ClassificationCIFAR-100-C v1 (test)computer vision60Jun 16, 2026
Gaze EstimationGaze360 (test)computer visionGaze Estimation on Gaze360 (test) performance trend60May 27, 2026
3D Object DetectionKITTI (test)3d vision geometrycomputer vision60Feb 26, 2026
5-way Image ClassificationCIFAR FS (test)computer vision60Feb 26, 2026
Scene CompletionNYUCAD (test)computer vision60Feb 26, 2026
Digit ClassificationDigit-Five (test)computer vision60Feb 26, 2026
Visual Object TrackingOTB 2013computer vision60Feb 26, 2026
6D Object Pose EstimationLINEMODcomputer vision3d vision geometry6D Object Pose Estimation on LINEMOD performance trend60Apr 23, 2026
Link PredictionFB15k-237 filtered (test)graph60Feb 26, 2026
Text ClassificationSST-5 (test)nlp60Mar 24, 2026
Natural Language InferenceMultiNLI Mismatchednlp60Feb 26, 2026
Grammatical Error CorrectionJFLEG (test)nlpGrammatical Error Correction on JFLEG (test) performance trend60May 14, 2026
Semi-supervised node classificationPubmedgraphSemi-supervised Node Classification on Pubmed performance trend60Feb 26, 2026
Mutual Information EstimationGaussian d=20 (test)tabular time series60Feb 26, 2026
Sequential Image ClassificationSequential CIFAR10computer vision60May 13, 2026
Image ClassificationODIR 200x3computer vision60Feb 26, 2026
ReasoningHumanity's Last Examllm chat instructionnlp60May 18, 2026
Semantic SegmentationScanNet V2computer vision60Jun 11, 2026
Object DetectionFoggy Cityscapescomputer visionObject Detection on Foggy Cityscapes performance trend60Jul 1, 2026
Sequential RecommendationAmazon Sports and Outdoors (test)tabular time series60Jun 15, 2026
Image ClassificationImageNet-1kcomputer vision59Jun 12, 2026
Multimodal EvaluationLLaVA Evaluation Suite 7B v1.5 (test)multimodal59Jun 25, 2026
Symbolic RegressionSRBench Strogatz (test)miscellaneous59May 27, 2026
Mathematical ReasoningAQuAllm chat instructionnlp59Jul 2, 2026