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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 1742 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-Label Incremental LearningMS COCO B40-C10 protocol official (val)computer visiontabular time series19Feb 26, 2026
Multi-Label Incremental LearningMS COCO B0-C10 protocol official (val)computer visiontabular time series19Feb 26, 2026
Image ClassificationCRCcomputer vision19Apr 20, 2026
Promptable SegmentationCOCOcomputer vision19May 20, 2026
Pixel-level Anomaly DetectionMVTec AD (test)computer vision19Feb 26, 2026
3D Human Pose EstimationHuman3.6M Standard Protocol3d vision geometrycomputer vision19Feb 26, 2026
Zero-shot ClassificationFlowers102nlpcomputer vision19Mar 6, 2026
Palmprint VerificationIITD Closed-setcomputer vision19Feb 26, 2026
Palmprint VerificationTongji Closed-setcomputer vision19Feb 26, 2026
Palmprint VerificationPolyU Closed-setcomputer vision19Feb 26, 2026
Palmprint VerificationPalmVein Closed-set (test)computer vision19Feb 26, 2026
AI-generated image detectionWildRF Twitter (test)image generation editingcomputer vision19May 27, 2026
AI-generated image detectionWildRF (Facebook) (test)image generation editingcomputer vision19May 27, 2026
AI-generated image detectionWildRF Reddit (test)image generation editingcomputer vision19May 27, 2026
Temporal forgery localizationAV-Deepfake1Mcomputer vision19Mar 6, 2026
Document ParsingOmniDocBench Real5 illuminationnlpcomputer vision19Feb 26, 2026
Document ParsingReal5-OmniDocBench scanning scenario 1.5 (test)nlpcomputer vision19Feb 26, 2026
Document ParsingReal5-OmniDocBench 5-distortion types (test)nlpcomputer vision19Feb 26, 2026
Appearance RenderingScanNet V2computer vision19Apr 6, 2026
3D fetal brain MRI volumetric reconstructionFeTA dataset (test)3d vision geometrybio medical19Mar 11, 2026
Medical Image SegmentationACDC Strong Base Nseg=5bio medicalcomputer vision19Feb 26, 2026
Medical Image SegmentationACDC Weak Base Nseg=3bio medicalcomputer vision19Feb 26, 2026
ClassificationPANDA (test)computer visionnlp+319May 19, 2026
Object DetectionPascal-5i 2010 (Novel Split 3)computer vision19Feb 27, 2026
Table Structure DetectionMMTab In-domaincomputer vision19Feb 26, 2026