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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 476 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Spatio-temporal ForecastingChickenpox Hungarytabular time series44May 27, 2026
Free-form generationFREE-FORM GENERATION ablationllm chat instruction44Feb 26, 2026
Sentence SimilarityMRPC (test)nlp44Feb 26, 2026
Out-of-Distribution DetectionDfarcomputer visiontabular time series44Feb 26, 2026
Prompt SelectionSelected tasks APE-generated prompt pools APE design (test)llm chat instruction44Feb 26, 2026
Named Entity Recognitioni2b2nlp44Feb 26, 2026
Generative InferenceMT-Benchllm chat instruction44Mar 20, 2026
Automatic Speech RecognitionCHiME-4 (dev-real)speech audio44Jun 8, 2026
Action RecognitionUAV-Human CS v1computer vision44Feb 26, 2026
ClassificationRSNA (test)computer visionnlp+344Mar 30, 2026
PansharpeningQuickBird reduced-resolutioncomputer vision44Feb 26, 2026
Named Entity RecognitionOntoNotes 5nlp44Feb 26, 2026
Long-form Video UnderstandingLVUcomputer vision44Feb 26, 2026
Object Instance SegmentationARMBench Mixed-Object Tote (test)computer vision44Feb 26, 2026
Web agent tasksMind2Web (Cross-Website)agents tool use44Jun 9, 2026
Few-Shot Image ClassificationImageNet FS (all)computer vision44Feb 26, 2026
Multivariate Time Series Anomaly DetectionPSMtabular time series44Jun 23, 2026
Offline Learning to RankMSLR-WEB10K (test)retrieval search ragnlp44Jun 4, 2026
Learning to RankYahoo! LETOR set1 (test)retrieval search ragnlp44Feb 26, 2026
Compositional Scene UnderstandingWinogroundcomputer visionnlp44Apr 16, 2026
Image ClassificationMulti-dataset Average (Pets, Flowers, Aircraft, Cars, Country, Food, STL, GTSRB)computer vision44Feb 26, 2026
Video Action RecognitionKinetics 400 (test)computer vision44Feb 26, 2026
Latency PredictionNNLQP (Same Distribution)tabular time series44Feb 27, 2026
Landmark identificationRESECT (patient-wise)computer vision44Feb 26, 2026
Mathematical ReasoningMath Benchmarks Aggregatellm chat instructionnlp44Apr 15, 2026