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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
Wholebody Pose EstimationCOCO-OOD-Monet (val)computer vision4Mar 16, 2026
Whole-body Pose EstimationCOCO-OOD-Monet Wholebody (val)computer vision4Mar 16, 2026
Text-to-Image GenerationMS-COCO SD1.5image generation editing4Mar 10, 2026
Multi-label Image ClassificationCOCO 2017 (test)computer vision4Mar 5, 2026
Multi-label Image ClassificationCOCO 2014 (test)computer vision4Mar 5, 2026
Attribution FaithfulnessCOCO 2-classcomputer vision4Mar 4, 2026
Spatial ReasoningCOCO-Spatialnlp4Mar 4, 2026
Image RetrievalCOCO 2014 (val)retrieval search ragcomputer vision4Feb 27, 2026
Semantic Instance SegmentationCOCO20k single-object settingcomputer vision4Feb 27, 2026
Class-Agnostic Instance SegmentationCOCO 20kcomputer vision4Feb 27, 2026
Text-to-Image GenerationMSCOCO 5K 2017 (val)image generation editing4Feb 26, 2026
Short-caption Image-to-Text RetrievalCOCOcomputer visionnlp+14Feb 26, 2026
Short-caption Text-to-Image RetrievalCOCOmultimodalretrieval search rag4Feb 26, 2026
Text-to-Image GenerationCoco Prompt 6Kimage generation editing4Feb 26, 2026
Text-to-Image GenerationCoco Prompt 6K 2014 (test)image generation editing4Feb 26, 2026
Multimodal UnderstandingCOCOmultimodal4Feb 27, 2026
Image ImmunizationMS-COCOimage generation editing4Feb 26, 2026
Image CaptioningMS-COCO Hindimultimodalcomputer vision+14Feb 26, 2026
Pose EstimationICL-LM Open-set COCO (Resort_2)computer vision4Feb 26, 2026
Pose EstimationICL-LM Open-set COCO (Ground)computer vision4Feb 26, 2026
Pose EstimationICL-LM Open-set COCO (DJI)computer vision4Feb 26, 2026
Pose EstimationICL-LM Open-set COCO (VR)computer vision4Feb 26, 2026
Pose EstimationICL-LM Open-set COCO (Head)computer vision4Feb 26, 2026
Pose EstimationICL-LM Open-set COCO (Fr2_person)computer vision4Feb 26, 2026
Path trackingCOCO-like custom reference paths (Path C)robotics embodied ai4Feb 26, 2026