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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 1211 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Machine TranslationWMT24++ esnlp24Apr 1, 2026
Machine TranslationWMT24++ runlp24Apr 1, 2026
Machine TranslationWMT fr 24++nlp24Apr 1, 2026
Machine TranslationWMT de 24++nlp24Apr 1, 2026
Multi-agent CoordinationHallway 4x5x6robotics embodied ai24Apr 1, 2026
Precision Matrix EstimationGrid precision matrix structuretabular time series24Mar 31, 2026
Precision Matrix EstimationBanded 2tabular time series24Mar 31, 2026
Precision Matrix EstimationBanded 1 precision matrix structuretabular time series24Mar 31, 2026
Contamination detectiondiabetesbio medical24Mar 31, 2026
Contamination detectioncreditbio medical24Mar 31, 2026
Contamination detectionbloodbio medical24Mar 31, 2026
Contamination detectionadultbio medical24Mar 31, 2026
Question AnsweringLoCoMo-10nlp24May 18, 2026
Time Series Forecasting14 Time Series Datasets (test)tabular time series24Mar 31, 2026
RoutingGSO novel objects {c ∈ C0}miscellaneous24Mar 31, 2026
ClassificationCOCO (subset 300 images, 30 categories)computer visionnlp+324Mar 31, 2026
Visual Math ReasoningMathVisionmultimodalcomputer vision+124Apr 28, 2026
ClusteringCOL3tabular time series24Mar 31, 2026
ClusteringCOL1tabular time series24Mar 31, 2026
Constrained ClusteringCOL3graph24Mar 31, 2026
Constrained ClusteringCOL1graph24Mar 31, 2026
Constrained ClusteringCOL3graph24Mar 31, 2026
Image ClassificationCFR100computer vision24Mar 31, 2026
Safety EvaluationMI-FGSM-JailBreakadversarial safety security24Mar 31, 2026
Safety EvaluationMI-FGSM-Toxicadversarial safety security24Mar 31, 2026