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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 816 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Classificationc16computer visionnlp+331Mar 16, 2026
Open-vocabulary Semantic SegmentationPASCAL-Context PC-459computer vision31May 12, 2026
Grounded Video Question-AnsweringCG-Benchmultimodalcomputer vision31Feb 26, 2026
3D Semantic SegmentationMatterport3D (val)3d vision geometry31Mar 4, 2026
Survival AnalysisUCEC TCGA (5-fold cross-validation)tabular time series31Jun 23, 2026
Spoofing Attack DetectionASVspoof DF 2021speech audioadversarial safety security31Jul 1, 2026
Multi-view pose regressionCO3D v23d vision geometrycomputer vision31Feb 27, 2026
Robot ManipulationSimplerEnv Bridgerobotics embodied ai31Jul 7, 2026
Image-level Anomaly DetectionDTD Syntheticcomputer vision31Mar 9, 2026
SegmentationSTARE (test)computer vision31Feb 26, 2026
Class-conditional Image GenerationImageNet-1k (train)image generation editing31May 18, 2026
Super-ResolutionImageNetcomputer vision31May 13, 2026
Depth EstimationDDAD (val)3d vision geometry31Mar 5, 2026
Graph Anomaly DetectionDGraphgraph31Apr 20, 2026
Community DetectionPCgraph31Feb 26, 2026
Community DetectionPubMedgraph31Feb 26, 2026
Community DetectionCiteSeergraph31Feb 26, 2026
Community DetectionCoragraph31Feb 26, 2026
Geometric MatchingHPatches Original Resolution 33d vision geometrycomputer vision31Feb 26, 2026
3D Semantic Occupancy PredictionnuScenes 1.0 (val)3d vision geometry31Mar 9, 2026
Novel View SynthesisiPhone DyCheck 7 scenes 2x resolution3d vision geometry31Feb 26, 2026
Single-image Defocus deblurringDPD Indoor Scenescomputer vision31May 5, 2026
Online Continual LearningTinyImageNet 100/2tabular time series31Feb 27, 2026
Online Continual LearningCIFAR100 (10/10)tabular time series31Feb 27, 2026
Online Continual LearningCIFAR10 (5/2)tabular time series31Feb 27, 2026