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Benchmarks

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

309,131 benchmarksPage 397 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video Anomaly DetectionAvenuecomputer vision49Apr 2, 2026
Salient Object DetectionDAVIS Scomputer visionSalient Object Detection on DAVIS S performance trend49Mar 4, 2026
Aspect Sentiment ClassificationLaptop (test)nlp49Feb 26, 2026
Generalized Zero-Shot LearningAWA1computer visionnlp49Feb 27, 2026
ClusteringPenDigitstabular time series49Jun 4, 2026
Object DetectionDOTAcomputer vision49Mar 6, 2026
Speech RecognitionLRS2 (test)speech audioSpeech Recognition on LRS2 (test) performance trend49Feb 26, 2026
Image GenerationCelebA (test)image generation editing49May 11, 2026
Object DetectionCOCO mini 2017 (val)computer vision49Feb 26, 2026
Person Re-IdentificationCUHK03 Detected (767/700 split)computer visionPerson Re-Identification on CUHK03 Detected (767/700 split) performance trend49Feb 26, 2026
Semantic Role LabelingCoNLL 2012 (test)nlpSemantic Role Labeling on CoNLL 2012 (test) performance trend49Feb 26, 2026
Natural Language InferenceMultiNLI Matchednlp49Feb 26, 2026
Human Pose EstimationJ-HMDB subcomputer visionHuman Pose Estimation on J-HMDB sub performance trend49Feb 26, 2026
Optical Flow EstimationFlying Chairs (test)computer vision49Feb 26, 2026
Human Action RecognitionSBU Kinect Interactioncomputer visionHuman Action Recognition on SBU Kinect Interaction performance trend49Feb 26, 2026
Facial Landmark Detection300-W Challenging Subsetcomputer visionFacial Landmark Detection on 300-W Challenging Subset performance trend49Feb 26, 2026
Image ClassificationSYN SIGNS to GTSRB (test)computer vision49Feb 26, 2026
RegressionYachttabular time series49Feb 26, 2026
Graph RegressionZINCgraphbio medical+149Feb 26, 2026
Function ApproximationFunction F2(xi)tabular time series49Jun 25, 2026
Linguistic Minimal Pair ScoringBLiMPnlp49Feb 26, 2026
Image ClassificationFashion-MNIST (train)computer vision49Jun 9, 2026
Graph ClassificationPTC (test)graph49Feb 26, 2026
5-way 5-shot ClassificationOmniglot (test)computer visionnlp+149Feb 26, 2026
Image CompressionKodak (test)computer visionImage Compression on Kodak (test) performance trend49Jun 23, 2026