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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 463 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Node ClassificationCiteSeer 1% label rategraph45Feb 26, 2026
Node ClassificationCiteSeer 0.5% label rategraph45Feb 26, 2026
Object ClassificationImageNet ILSVRC (test)computer vision45Feb 26, 2026
Document RetrievalTMC (test)retrieval search rag45Feb 26, 2026
Document Retrieval20Newsgroups (test)retrieval search rag45Feb 26, 2026
Document RetrievalReuters21578 (test)retrieval search rag45Feb 26, 2026
Document RetrievalRCV1 (test)retrieval search rag45Feb 26, 2026
Constituent ParsingCTB (test)nlpConstituent Parsing on CTB (test) performance trend45Feb 26, 2026
Text ClassificationSST-1nlp45Feb 26, 2026
Dimensionality ReductionCIFAR10tabular time series45Feb 26, 2026
RegressionBoston UCI (test)tabular time series45Jun 25, 2026
Graph RetrievalMutag (test)graphretrieval search rag45Feb 26, 2026
Graph RetrievalAIDS (test)graphretrieval search rag45Feb 26, 2026
Speaker VerificationVoxCeleb1 Hard Cleanedspeech audio45Feb 26, 2026
Speaker VerificationVoxCeleb1 Cleaned (Extended)speech audio45Feb 26, 2026
Person Re-IdentificationDukeMTMC-reID Market1501 (test)computer vision45Feb 26, 2026
Image ClassificationUSPS (test)computer vision45May 20, 2026
Mathematical ReasoningMATH-Visionllm chat instructionnlp45Jun 8, 2026
Low-light Image EnhancementSDSDcomputer vision45Mar 19, 2026
Visual Question AnsweringInfoSeek (val)multimodalcomputer vision+1Visual Question Answering on InfoSeek (val) performance trend45May 20, 2026
Skeleton-based Action RecognitionNTU 120 (X-set120)computer vision45Jun 11, 2026
Fine-grained Image ClassificationOxford Flowers 102computer vision45Jun 23, 2026
Image ClassificationMIT-67 (MIT-Indoor) (test)computer vision45Feb 26, 2026
Text-to-Image GenerationWISE (test)image generation editing45May 15, 2026
Computer UseOSWorldagents tool userobotics embodied ai45Jun 2, 2026