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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 157 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multivariate Time Series ForecastingECLtabular time series89Jun 11, 2026
Future Link PredictionSocialEvolution inductivegraph89Jul 7, 2026
Image ClassificationSTLcomputer vision89May 19, 2026
Camouflaged Object DetectionNC4K (test)computer visionCamouflaged Object Detection on NC4K (test) performance trend89May 26, 2026
3D Human Mesh Recovery3DPW3d vision geometrycomputer vision3D Human Mesh Recovery on 3DPW performance trend89Jun 29, 2026
ClassificationMNISTcomputer visionnlp+389May 12, 2026
Out-of-Distribution DetectionAverage (iNaturalist, SUN, Places, Textures)computer visiontabular time series89May 27, 2026
Image ClassificationImageNet Robustness Suitecomputer vision89Jun 24, 2026
Univariate long sequence time-series forecastingETTm2 (test)tabular time series89Feb 26, 2026
Paraphrase DetectionMRPCnlp89Feb 26, 2026
Natural Language InferenceMedNLI (test)nlp89Feb 26, 2026
Video Super-ResolutionREDS (val)video generation editingcomputer vision89Mar 6, 2026
Emotion RecognitionMELD (test)speech audiocomputer vision+189Jun 15, 2026
Image ClassificationOxford-Flowerscomputer vision89Jun 24, 2026
3D Object ClassificationModelNet403d vision geometrycomputer vision3D Object Classification on ModelNet40 performance trend89Jun 18, 2026
Machine TranslationWMT En-De '14nlpMachine Translation on WMT En-De '14 performance trend89Feb 26, 2026
Video saliency predictionDHF1K (test)computer visionVideo saliency prediction on DHF1K (test) performance trend89Feb 26, 2026
Scene Text DetectionTotal-Textcomputer visionScene Text Detection on Total-Text performance trend89Jun 29, 2026
Facial Attribute ClassificationCelebA (test)computer vision89Feb 26, 2026
Video Question AnsweringTGIF-QA (test)multimodalcomputer vision89Feb 27, 2026
Gaussian DenoisingBSD68computer vision89Feb 26, 2026
Image GenerationCifar10image generation editing89Feb 26, 2026
Referring Image SegmentationRefCOCO+ (test A)computer visionmultimodalReferring Image Segmentation on RefCOCO+ (test A) performance trend89Feb 27, 2026
Object DetectionFLIRcomputer visionObject Detection on FLIR performance trend89Jul 1, 2026
Mathematical ReasoningMathVerse minillm chat instructionnlpMathematical Reasoning on MathVerse mini performance trend89Jul 7, 2026