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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 1032 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Uncertainty CalibrationCIFAR-10.1 Ccomputer visiontabular time series27Feb 26, 2026
Uncertainty CalibrationCIFAR-10.1computer visiontabular time series27Feb 26, 2026
Image HarmonizationiHarmony4image generation editingcomputer vision27Feb 26, 2026
Misclassification DetectionCIFAR-100nlpcomputer vision+127May 26, 2026
Homography EstimationHPatches (Viewpoint)computer vision3d vision geometry27Feb 26, 2026
Semantic SegmentationPASCAL Context without background class 59computer vision27Feb 26, 2026
Visual Question AnsweringSlakemultimodalcomputer vision+127Feb 26, 2026
Scene Flow EstimationVoD (View-of-Delft) (test)3d vision geometry27Apr 29, 2026
Novel Class DiscoveryCIFAR-100computer vision27Jul 7, 2026
Conditional layout generation (Category to Size and Position)PubLayNetcomputer vision27Feb 26, 2026
Conditional layout generation (Category to Size and Position)Ricocomputer vision27Feb 26, 2026
Camera pose registrationNeRF Synthetic v1 (test)3d vision geometrycomputer vision27Feb 26, 2026
Domain GeneralizationPACS, VLCS, OfficeHome, TerraIncognita, DomainNetcomputer vision27Feb 26, 2026
Video RecognitionSomething-Something V1computer vision27Feb 26, 2026
Atomization energy predictionQM7 (10-fold cross validation)bio medicalgraph+127Mar 25, 2026
Image ClassificationCIFAR-10 40% asymmetric noisecomputer vision27Feb 26, 2026
Instruction FollowingSuper-Natural Instructions (test)llm chat instruction27Mar 5, 2026
Video Question AnsweringTGIF-Frame (test)multimodalcomputer vision27Feb 27, 2026
Image question answeringOCR-VQAmultimodalcomputer vision+1Visual Question Answering on OCR-VQA performance trend27Feb 26, 2026
Node ClassificationSquirrel (10 different splits)graph27Feb 26, 2026
Node ClassificationCornell (10 different splits)graph27Feb 26, 2026
Node ClassificationTexas (10 different splits)graph27Feb 26, 2026
Node ClassificationCiteseer (10 different splits)graph27Feb 26, 2026
Traveling Salesman ProblemTSP N=200miscellaneous27May 26, 2026
Image EnhancementAdobe Five-Kcomputer vision27Apr 10, 2026