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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 2102 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
CLSColonINST (seen)nlp17Feb 26, 2026
Fine-grained classificationEuroSAT (test)computer vision17Jun 8, 2026
Image ClassificationImageNet-S v1 (val)computer vision17Feb 26, 2026
Topic ModelingBBCnlp17Feb 26, 2026
Sparse 3D ReconstructionETH Local Feature Benchmark Madrid Metropolis v1.03d vision geometry17Feb 26, 2026
Abstract graph generationCommunity smallgraph17Feb 26, 2026
RecommendationGowalla (OOD)tabular time series17Feb 26, 2026
Knowledge EditingCounterfact (first 2000 edits)nlpllm chat instruction17May 4, 2026
Concealed Object DetectionCOD10K (2,026)computer vision17Feb 26, 2026
Relative Pose EstimationMegaDepth View3d vision geometry17Feb 26, 2026
Commonsense reasoningHellaSwag 1.0 (test)nlp17Feb 26, 2026
Text ClassificationAAPDnlp17Feb 26, 2026
Text ClassificationSemEvalnlp17Feb 26, 2026
Text ClassificationCAVESnlp17Feb 26, 2026
Logical ReasoningFOLIO-wiki-curated (test)nlp17Feb 26, 2026
First-order logical inferenceFOLIO-wiki (testable)graph17Feb 26, 2026
Model SelectionVOC 2007miscellaneous17Feb 26, 2026
Model SelectionFlowersmiscellaneous17Feb 26, 2026
Model SelectionFoodmiscellaneous17Feb 26, 2026
Medical Image SegmentationLung (CT) (test)bio medicalcomputer vision17Feb 26, 2026
Video Anomaly DetectionUCF-Crime standard (test)computer vision17Feb 26, 2026
Ophthalmic disease diagnosisHarvard-30k Glaucoma (test)bio medicalcomputer vision17Feb 26, 2026
Ophthalmic disease diagnosisHarvard DR 30k (test)bio medicalcomputer vision17Feb 26, 2026
Ophthalmic disease diagnosisHarvard-30k AMD (test)bio medicalcomputer vision17Feb 26, 2026
Novel View SynthesisLLFF 3-shot3d vision geometry17Feb 26, 2026