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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1025 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Monocular Depth EstimationNYU-Depth v2 (val)3d vision geometrycomputer vision27Mar 10, 2026
Image ClassificationTiny ImageNet 64x64 (test)computer vision27Feb 26, 2026
Instruction SatisfactionCODIllm chat instruction27Feb 26, 2026
Building ExtractionMassachusetts (test)computer vision27Feb 26, 2026
General KnowledgeMMLU-Prollm chat instruction27Jun 16, 2026
Commonsense ReasoningCRnlp27Apr 14, 2026
Monocular Video Depth EstimationNYU Video v2computer vision3d vision geometry27Jun 26, 2026
Multi-hop QABambooglenlpretrieval search rag27Mar 11, 2026
Oriented Object DetectionDIORcomputer vision27May 12, 2026
Oriented Object DetectionDOTA v2.0computer vision27Jun 5, 2026
Oriented Object DetectionDOTA v1.5computer vision27Jun 5, 2026
Paraphrase DetectionMRPC GLUE (val)nlp27Feb 26, 2026
ClassificationIncome (test)computer visionnlp+327Apr 28, 2026
ClassificationThyroidcomputer visionnlp+327Jun 4, 2026
Mathematical ReasoningDeepMind-Mathematics (test)llm chat instructionnlp27Feb 26, 2026
Image DenoisingBSD68 (sigma=15) (test)computer vision27Jun 30, 2026
Text-to-Image GenerationPick-a-Pic v2image generation editing27May 21, 2026
State of Health PredictionNASA Li-ion Battery #06tabular time series27Mar 25, 2026
RecommendationAmazon Clothing (test)tabular time series27Feb 26, 2026
Community DetectionCora MLgraph27Feb 26, 2026
Community DetectionPhysicsgraph27Feb 26, 2026
Community DetectionPhotograph27Feb 26, 2026
Distribution Shift DetectionCIFAR-10 vs CIFAR-10.1tabular time series27Feb 26, 2026
Multimodal UnderstandingSEED-IMGmultimodal27May 20, 2026
Sentiment AnalysisSST2nlp27Mar 4, 2026