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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 1936 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Click-through Rate PredictionTenrectabular time series18Feb 26, 2026
Mathematical Problem SolvingMATHnlpagents tool use18Feb 26, 2026
Hallucination DetectionTrue-Falsellm chat instructionnlp18Apr 8, 2026
Multitask Language UnderstandingMMMLU Swahili 1.0 (test)nlpllm chat instruction18Feb 26, 2026
Multitask Language UnderstandingMMMLU Korean 1.0 (test)nlpllm chat instruction18Feb 26, 2026
Weakly-supervised video anomaly detectionUCF-Crimecomputer vision18Feb 26, 2026
Novel View SynthesisEDS and TUM-VIE Real Scenes (test)3d vision geometry18Feb 26, 2026
Image InpaintingCelebA-HQ (test)image generation editingcomputer vision18May 26, 2026
ClusteringMTEB Clustering v1 (test)tabular time series18Feb 26, 2026
Person Re-identificationPRCC Same-Clothes (SC) (test)computer vision18Jun 11, 2026
Question AnsweringHotpotQA (test)nlp18Mar 5, 2026
Music UnderstandingMucho musicspeech audio18Apr 21, 2026
Multi-episode Video UnderstandingSeriesBenchcomputer vision18Feb 26, 2026
Origin-Destination Matrix ReconstructionCambridge intractable T distribution (val)tabular time series18Feb 26, 2026
Multimodal reasoningZeroBench submultimodalnlp18Jul 2, 2026
Multimodal reasoningMMMU-Promultimodalnlp18Feb 26, 2026
View SynthesisABO (test)3d vision geometry18Feb 26, 2026
Image ClassificationImagewoofcomputer vision18Apr 29, 2026
Super-ResolutionRealSR v3 (test)computer vision18May 26, 2026
Person Re-identificationCARGO ALLcomputer vision18May 19, 2026
Goal Conditioned Visual NavigationSCANDrobotics embodied aicomputer vision18Mar 10, 2026
Image ClassificationCIFAR-10 (test)computer vision18Feb 26, 2026
Machine TranslationEn-Zh document-level translationnlp18Feb 26, 2026
Machine Translationdocument-level translation En-Frnlp18Feb 26, 2026
Machine TranslationZh-En document-level translationnlp18Feb 26, 2026