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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 1497 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
PansharpeningQuickBird (QB) reduced-resolution Wald's protocol (test)computer vision21Feb 26, 2026
Anomaly LocalizationVisA Few-shotcomputer vision21Feb 26, 2026
Anomaly DetectionVisA Few-shottabular time series21Feb 26, 2026
Machine-text detectionRAID-MovieReviewsnlp21Feb 26, 2026
Machine-text detectionRAID ArXivnlp21Feb 26, 2026
Machine-text detectionRedditnlp21Feb 26, 2026
Object HallucinationMSCOCO (test)computer visionmultimodal21Feb 26, 2026
Human-Object Interaction GenerationBEHAVE (test)computer visionmultimodal21Jun 23, 2026
Out-of-distribution detectionOpenOOD Openimage-O v1.5computer visiontabular time series21Feb 26, 2026
Out-of-distribution detectionOpenOOD Textures v1.5computer visiontabular time series21Feb 26, 2026
Out-of-distribution detectionOpenOOD iNaturalist v1.5computer visiontabular time series21Feb 26, 2026
Out-of-distribution detectionOpenOOD NINCO v1.5computer visiontabular time series21Feb 26, 2026
Out-of-distribution detectionOpenOOD SSB-hard v1.5computer visiontabular time series21Feb 26, 2026
Multi-choice Video Question AnsweringVideoMMEmultimodalcomputer vision+121Mar 18, 2026
Multimodal ReasoningMuirBenchmultimodalnlp21May 21, 2026
Histopathological Image SegmentationLUAD-HistoSegcomputer visionbio medical21Jun 19, 2026
DenoisingBSD68 sigma=25 (test)bio medicalcomputer vision21Mar 31, 2026
Depth EstimationKITTI 20153d vision geometry21Feb 26, 2026
Embodied Task PlanningVoTa-Bench (Seen)robotics embodied ai21Feb 26, 2026
Point Cloud CompletionABC3d vision geometry21Feb 26, 2026
Image-Language UnderstandingSQAmultimodalcomputer vision+121Feb 26, 2026
Image-Language UnderstandingSEEDBmultimodalcomputer vision+121Feb 26, 2026
SGCLSAction Genome (test)computer vision21Apr 21, 2026
Multi-view Depth EstimationETH3D3d vision geometry21Mar 27, 2026
Temporal GroundingActivityNet-CONcomputer visionnlp21Mar 24, 2026