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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 972 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Link predictionPowergraph28May 21, 2026
Link predictionC.elegraph28May 21, 2026
Link predictionYeastgraph28May 21, 2026
Link predictionPBgraph28May 21, 2026
Link predictionNSgraph28May 21, 2026
Link predictionUSAirgraph28May 21, 2026
Visual Instruction FollowingLLaVA-Wmultimodalllm chat instruction28Feb 26, 2026
Instruction FollowingIFEval v1 (test)llm chat instruction28May 27, 2026
Chinese KnowledgeCEvalnlp28May 15, 2026
ForecastingSolartabular time series28Apr 8, 2026
Human Activity RecognitionPAMAP2 (test)computer vision28Mar 4, 2026
SegmentationACDC (test)computer vision28Jun 4, 2026
Long-term ForecastingETTh1 v1 (test)tabular time series28Apr 28, 2026
Information ExtractionSWDEnlp28Apr 23, 2026
Tabular ClassificationAdult (test)tabular time series28Feb 26, 2026
3D CaptioningObjaverse (test)3d vision geometrycomputer vision+128Feb 26, 2026
AIGT detectionHC3 PWWS attack, AI to Human (in-domain)nlp28Feb 26, 2026
Document Information ExtractionVRDU Ad-buy Form Mixed Templatenlp28Feb 27, 2026
Document Information ExtractionVRDU Ad-buy Form Unseennlp28Feb 27, 2026
Document Information ExtractionVRDU Registration Form Mixed Templatenlp28Feb 27, 2026
Document Information ExtractionVRDU Registration Form (Unseen)nlp28Feb 27, 2026
Document Information ExtractionVRDU Registration Form Singlenlp28Feb 27, 2026
Image ClassificationCheXpert 5x200computer vision28May 26, 2026
Visual ReasoningGeometric Shapesmultimodalcomputer vision28Feb 26, 2026
BargainingAmazonHistoryPrice CI 1.0 (test)llm chat instruction28Feb 26, 2026