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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 1083 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Blur PredictionCIFAR-10computer vision26Feb 26, 2026
Crop PredictionCIFAR-10tabular time series26Feb 26, 2026
Class-conditional Image GenerationImageNet 256image generation editing26Jul 8, 2026
Medical Image ClassificationMura sbio medicalcomputer vision26Feb 26, 2026
Medical Image ClassificationADbio medicalcomputer vision26Feb 26, 2026
Science Question AnsweringScienceQA v1.0 (test)nlpbio medical26Feb 26, 2026
Question AnsweringHotpotQA v1.1 (test)nlp26Feb 26, 2026
Machine TranslationWMT ZH-EN 22nlp26Apr 30, 2026
Image ClassificationCIFAR-10 512-image subset (test)computer vision26Feb 27, 2026
Panoramic Image Quality AssessmentOIQA In-datasetcomputer vision26Mar 17, 2026
Analogy GenerationE-KARnlp26Feb 26, 2026
Anomaly DetectionMVTec LOCO AD Structural Anomaliestabular time series26Feb 26, 2026
Few-Shot ClassificationCIFAR-FS (test)computer visionnlp+126May 15, 2026
Visual LocalizationCambridge Landmarks Hospitalcomputer vision3d vision geometry26Apr 8, 2026
Image CaptioningCOCO (test)multimodalcomputer vision+126Apr 2, 2026
Trajectory PredictionETH/UCY ETH, Hotel, Univ, Zara1, Zara2robotics embodied aitabular time series26Feb 26, 2026
Depth EstimationDDAD3d vision geometry26Jul 8, 2026
Semantic SegmentationGTAV + Synthia (G+S) to BDD100K (B), Cityscapes (C), Mapillary (M) Sim-2-Real (test)computer vision26Mar 31, 2026
Caption Matching and RetrievalNoCaps (val)multimodalretrieval search rag26Feb 26, 2026
Domain AdaptationDomainNet-126computer visionnlp+126Feb 26, 2026
Semantic SegmentationCityscapes original (1/8 (372 labeled images))computer vision26Jul 7, 2026
Image ClassificationSVHN (test)computer vision26Feb 26, 2026
DeblurringDeblurring (test)computer vision26Jul 3, 2026
Multi-rater Medical Image SegmentationLIDC-IDRI (test)bio medicalcomputer vision26May 12, 2026
Continual LearningCIFAR100 10-task sequential (test)miscellaneous26Mar 4, 2026