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Benchmarks

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

309,131 benchmarksPage 1908 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-modal Representation LearningMMEB In-Distribution 1.0multimodal18Feb 26, 2026
Multi-modal Representation LearningMMEB Overall 1.0multimodal18Feb 26, 2026
Graph ExplanationIMDBgraph18Feb 26, 2026
Graph ExplanationDBLPgraph18Feb 26, 2026
Link PredictionCollaboration CS (test)graph18Feb 26, 2026
Link PredictionCollaboration NS (test)graph18Feb 26, 2026
Link PredictionWeb (PB) (test)graph18Feb 26, 2026
Link PredictionTransport (USAir) (test)graph18Feb 26, 2026
Link PredictionBiology C.ele (test)graph18Feb 26, 2026
Text ClassificationIMDB (test)nlp18Feb 26, 2026
Text ClassificationCoLA (test)nlp18May 19, 2026
Detection EvasionMAGEadversarial safety security18Jun 2, 2026
Node ClassificationWikiCS (evaluation nodes)graph18Feb 26, 2026
Node ClassificationPubMed (evaluation nodes)graph18Feb 26, 2026
Out-of-Distribution DetectionCelebA (In) CIFAR-10 (Out) (test)computer visiontabular time series18May 22, 2026
Out-of-Distribution DetectionFashionMNIST (In) / MNIST (Out) (test)computer visiontabular time series18Jun 15, 2026
Visual Mathematical ReasoningMathVistamultimodalcomputer vision+118Mar 4, 2026
Commonsense Question AnsweringCSQAnlp18Feb 26, 2026
Ride-hailing TSH PredictionRide-hailing dataset 2023 (test)tabular time series18Feb 26, 2026
Ride-hailing Call PredictionRide-hailing dataset 2023 (test)tabular time series18Feb 26, 2026
Ride-hailing TSH PredictionRide-hailing dataset 2024 (test)tabular time series18Feb 26, 2026
Ride-hailing Call PredictionRide-hailing dataset 2024 (test)tabular time series18Feb 26, 2026
Ride-hailing TSH PredictionRide-hailing dataset 2025 (test)tabular time series18Feb 26, 2026
Ride-hailing Call PredictionRide-hailing dataset 2025 (test)tabular time series18Feb 26, 2026
Information-seekingXbench-DSretrieval search rag18Feb 26, 2026