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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 390 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Node ClassificationRedditSgraph49Jun 12, 2026
Node classificationRedditgraph49Apr 15, 2026
Image ClassificationFashion-MNIST 50-client (Non-IID)computer vision49Apr 14, 2026
Image ClassificationFashion-MNIST IID 50-clientcomputer vision49Apr 14, 2026
Dimension SelectionML-1Mtabular time series49Jun 2, 2026
Dimension SelectionAliCCPtabular time series49Jun 2, 2026
Dimension SelectionAvazutabular time series49Jun 2, 2026
Dimension SelectionCriteotabular time series49Jun 2, 2026
Video UnderstandingVideo-MMEcomputer vision49Jun 24, 2026
Medical Visual Question AnsweringOMVQAmultimodalbio medical49Jun 29, 2026
Code GenerationHumanEvalcode developer ai49May 26, 2026
Image ClassificationImageNet 1Kcomputer vision49May 21, 2026
Membership Inference AttackWikiMIA length 128 (test)adversarial safety security49Apr 1, 2026
Membership Inference AttackWikiMIA length 64 (test)adversarial safety security49Apr 1, 2026
Super-resolutionKodak24computer vision49Mar 30, 2026
Super-resolutionCBSD68computer vision49Mar 30, 2026
OOD DetectionImageNet-1k (ID) vs Places (OOD) 1.0 (test)computer visiontabular time series49Apr 20, 2026
Ownership VerificationCIFAR-10computer vision49Mar 24, 2026
Object DetectionCOCOcomputer vision49May 19, 2026
Visual Perception and ReasoningV* Benchcomputer visionmultimodal49May 13, 2026
Inductive dynamic link predictionUCI Inductivegraph49Jun 4, 2026
Spatio-temporal reasoningDyn-Benchcomputer visionnlp49May 8, 2026
Automatic Speech RecognitionFLEURS enspeech audio49May 26, 2026
KnowledgeGPQA Diamondnlp49Jul 7, 2026
Creative WritingWildBenchllm chat instruction49Jun 1, 2026