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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 509 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ReconstructionKodak (test)computer vision42Jul 3, 2026
Autonomous Driving ReasoningDriveLMM-o1robotics embodied aicomputer vision42Jul 7, 2026
Visual PerceptionV*computer visionmultimodal42May 29, 2026
ClassificationFuzhou-CRC-KRAScomputer visionnlp+342Feb 26, 2026
ClassificationCRC-Molecular TCGA cohortcomputer visionnlp+342Feb 26, 2026
Molecular PredictionBCNB-PRbio medical42Feb 26, 2026
Molecular PredictionBCNB-ERbio medical42Feb 26, 2026
Molecular PredictionBRCA-TP53bio medical42Feb 26, 2026
Molecular PredictionBRCA-Molecularbio medical42Feb 26, 2026
Single-image editingGEdit EN (full)image generation editing42Mar 24, 2026
Adversarial AttackMSTAR DARPA (test)adversarial safety securitycomputer vision42Feb 26, 2026
Face Forgery DetectionCDF v2computer vision42Mar 4, 2026
Image GenerationMS-COCO 2017image generation editing42May 15, 2026
Pulse Rate EstimationVIPL-HRcomputer visionbio medical42Apr 2, 2026
Semantic SegmentationWind Blade Segmentation (test)computer vision42Feb 26, 2026
Deepfake DetectionUniversalFakeDetect 1.0 (test)computer visionadversarial safety security42Feb 26, 2026
Depression DetectionD-Vlogbio medicalnlp42Jul 8, 2026
Image GenerationImageNet 256x256 50k images (val)image generation editing42Feb 26, 2026
Video Depth EstimationKITTI short sequences3d vision geometrycomputer vision42Mar 20, 2026
Video Depth EstimationBonn short sequences3d vision geometrycomputer vision42Mar 20, 2026
Video Depth EstimationSintel (short sequences)3d vision geometrycomputer vision42Mar 20, 2026
Action RecognitionUCF101-DVScomputer vision42Jun 4, 2026
Image ReconstructionImageNet-1K 1.0 (val)computer vision42Jun 4, 2026
Hazard DetectionLaboratory Safety Monitoring Overall 1.0 (test)computer visionbio medical42Feb 26, 2026
Vessel SegmentationCHASE DB1computer visionbio medical42Jun 23, 2026