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Benchmarks for “coco”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

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TaskDatasetDomainTrendResultsLast update
Region CaptioningRefCOCO+ (val)computer visionnlp4Feb 26, 2026
Region CaptioningRefCOCO (testB)computer visionnlp4Feb 26, 2026
Region CaptioningRefCOCO (testA)computer visionnlp4Feb 26, 2026
Region CaptioningRefCOCO (val)computer visionnlp4Feb 26, 2026
Layout-to-Image GenerationCOCO-3K zero-shotimage generation editing4Feb 26, 2026
Pseudo Mask GenerationCOCO 2014 (train)computer vision4Feb 26, 2026
Layout-guided Image GenerationLAYOUTBENCH-COCO Combinationimage generation editingcomputer vision4Feb 26, 2026
Layout-guided Image GenerationLAYOUTBENCH-COCO Sizeimage generation editingcomputer vision4Feb 26, 2026
Layout-guided Image GenerationLAYOUTBENCH-COCO Numberimage generation editingcomputer vision4Feb 26, 2026
Multi-target Referring SegmentationMrefCOCOg U (test)computer vision4Feb 26, 2026
Multi-target Referring SegmentationMrefCOCOg (val(U))computer vision4Feb 26, 2026
Multi-target Referring SegmentationMrefCOCO+ (testB)computer vision4Feb 26, 2026
Multi-target Referring SegmentationMrefCOCO+ (testA)computer vision4Feb 26, 2026
Multi-target Referring SegmentationMrefCOCO+ (val)computer vision4Feb 26, 2026
Multi-target Referring SegmentationMrefCOCO (testB)computer vision4Feb 26, 2026
Multi-target Referring SegmentationMrefCOCO (testA)computer vision4Feb 26, 2026
Multi-target Referring SegmentationMrefCOCO (val)computer vision4Feb 26, 2026
Few-shot Object DetectionCOCO 5-shotcomputer vision4Feb 26, 2026
Few-shot Object DetectionCOCO 1-shotcomputer vision4Feb 26, 2026
Few-shot Semantic SegmentationCOCO-20^2computer vision4Feb 26, 2026
Interleave RetrievalCOCO Paragraphretrieval search rag4Feb 26, 2026
Interleave RetrievalCOCO-Entityretrieval search rag4Feb 26, 2026
Object DetectionCOCO novel and all classescomputer vision4Feb 26, 2026
Anomaly DetectionCOCO-on-Places (test)tabular time series4Feb 26, 2026
Image ClassificationCOCO-on-Places Seen, but Non-Spurious Backgroundscomputer vision4Feb 26, 2026