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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 2169 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Graph ReasoningG-Realgraph16May 12, 2026
Graph ReasoningNLGraphgraph16May 12, 2026
Novel View SynthesisD-NeRF Lego3d vision geometry16May 12, 2026
Mobile UI Task AutomationAndroidWorld (full)agents tool userobotics embodied ai16May 12, 2026
Time Series ForecastingM4 Competition (test)tabular time series16May 12, 2026
Joint Demosaicking and Video Frame InterpolationProposed Polarization Video Benchmark 1.0 (test)computer visionvideo generation editing16May 12, 2026
Tabular Anomaly Detection15 datasets aggregatetabular time series16May 12, 2026
Tabular Anomaly Detectionthyroidtabular time series16May 12, 2026
Tabular Anomaly Detectionsatimage 2tabular time series16May 12, 2026
Tabular Anomaly Detectionsatellitetabular time series16May 12, 2026
Tabular Anomaly Detectionmammographytabular time series16May 12, 2026
Tabular Anomaly Detectionionospheretabular time series16May 12, 2026
Tabular Anomaly Detectioncardiotocographytabular time series16May 12, 2026
Tabular Anomaly Detectioncardiotabular time series16May 12, 2026
Anomaly Detectionpimatabular time series16May 12, 2026
Forward PDE solvingKlein-Gordon 10K-epochmiscellaneous16May 12, 2026
Forward PDE solvingConv-Diff 10K-epochmiscellaneous16May 12, 2026
Forward PDE SolvingAllen–Cahn 10K-epochmiscellaneous16May 12, 2026
Forward PDE SolvingHelmholtz 10K-epochmiscellaneous16May 12, 2026
Forward PDE SolvingBurgers 10K-epochmiscellaneous16May 12, 2026
Video-based spatial intelligenceMMSI-Video-Benchcomputer vision3d vision geometry16Jun 11, 2026
ReasoningSTB26llm chat instructionnlp16May 12, 2026
Video Question AnsweringVideoMMEmultimodalcomputer vision16May 26, 2026
Visual GroundingVisual Grounding Suite Average Performancemultimodalcomputer vision16May 12, 2026
Document Visual Question AnsweringDoc VQAmultimodalcomputer vision+116May 12, 2026