paper-with-me

COCO (Common Objects in Context)

Common Objects in Context

· 논문 11,922편

The COCO (Common Objects in Context) dataset is a large-scale object detection, segmentation, and captioning dataset. It is designed to encourage research on a wide variety of object categories and is commonly used for benchmarking computer vision models. It is an essential dataset for researchers and developers working on object detection, segmentation, and pose estimation tasks.

ImagesVideos EnglishChinese

벤치마크

Object Detection on COCO test-dev 결과 1125개
Object Detection on COCO minival 결과 1100개
Real-Time Object Detection on COCO (Common Objects in Context) 결과 410개
Text-to-Image Generation on COCO (Common Objects in Context) 결과 345개
Few-Shot Object Detection on MS-COCO (10-shot) 결과 198개
Open Vocabulary Object Detection on MSCOCO 결과 192개
Pose Estimation on COCO test-dev 결과 141개
Object Detection on COCO 2017 결과 120개
Panoptic Segmentation on COCO test-dev 결과 114개
Instance Segmentation on COCO test-dev 결과 112개
Cross-Modal Retrieval on COCO 2014 결과 108개
Instance Segmentation on COCO minival 결과 93개
Panoptic Segmentation on COCO minival 결과 93개
Keypoint Detection on COCO (Common Objects in Context) 결과 72개
Multi-Person Pose Estimation on COCO (Common Objects in Context) 결과 60개
Multi-Person Pose Estimation on COCO test-dev 결과 60개
Keypoint Detection on COCO test-dev 결과 48개
Zero-Shot Object Detection on MS-COCO 결과 45개
Object Detection on MSCOCO 결과 40개
Multi-Label Classification on MS-COCO 결과 35개
Zero-Shot Object Detection on MSCOCO 결과 35개
Pose Estimation on COCO (Common Objects in Context) 결과 30개
Weakly Supervised Object Detection on COCO (Common Objects in Context) 결과 25개
Keypoint Detection on COCO test-challenge 결과 24개
Real-time Instance Segmentation on MSCOCO 결과 22개
One-Shot Object Detection on COCO (Common Objects in Context) 결과 20개
Weakly Supervised Object Detection on COCO test-dev 결과 20개
Zero-Shot Composed Image Retrieval (ZS-CIR) on COCO (Common Objects in Context) 결과 20개
Semantic Segmentation on COCO (Common Objects in Context) 결과 18개
Unsupervised Semantic Segmentation on COCO-Stuff-3 결과 18개
Zero-Shot Cross-Modal Retrieval on COCO 2014 결과 18개
Image Captioning on COCO (Common Objects in Context) 결과 17개
Multi-Person Pose Estimation on COCO minival 결과 16개
Object Detection on COCO (Common Objects in Context) 결과 15개
Visual Question Answering (VQA) on COCO Visual Question Answering (VQA) real images 1.0 open ended 결과 14개
Pose Estimation on DensePose-COCO 결과 12개
Text-to-Image Generation on MS-COCO 결과 11개
Open World Object Detection on COCO 2017 (Electronic, Indoor, Kitchen, Furniture) 결과 10개
Open World Object Detection on COCO 2017 (Outdoor, Accessories, Appliance, Truck) 결과 10개
Open World Object Detection on COCO 2017 (Sports, Food) 결과 10개
Robust Object Detection on COCO (Common Objects in Context) 결과 10개
Single-object discovery on COCO_20k 결과 10개
Visual Question Answering (VQA) on COCO Visual Question Answering (VQA) real images 1.0 multiple choice 결과 10개
Image-to-Text Retrieval on COCO (Common Objects in Context) 결과 9개
Multi-Label Image Classification on MSCOCO 결과 8개
Box-supervised Instance Segmentation on COCO test-dev 결과 7개
Image-level Supervised Instance Segmentation on COCO test-dev 결과 7개
Object Counting on COCO count-test 결과 7개
Weakly-supervised instance segmentation on COCO test-dev 결과 7개
Cross-Modal Retrieval on MSCOCO-1k 결과 6개
Few-Shot Object Detection on COCO 2017 결과 6개
Image Retrieval on COCO (Common Objects in Context) 결과 6개
Panoptic Segmentation on COCO panoptic 결과 6개
Layout-to-Image Generation on COCO-Stuff 256x256 결과 5개
Object Detection on COCO+ 결과 5개
Object Proposal Generation on COCO (Common Objects in Context) 결과 5개
Weakly Supervised Object Detection on MSCOCO 결과 5개
Conditional Image Generation on COCO-Animals 결과 4개
Knowledge Distillation on COCO (Common Objects in Context) 결과 4개
Question Generation on COCO Visual Question Answering (VQA) real images 1.0 open ended 결과 4개
Visual Question Answering (VQA) on COCO Visual Question Answering (VQA) abstract 1.0 multiple choice 결과 4개
Visual Question Answering (VQA) on COCO Visual Question Answering (VQA) abstract images 1.0 open ended 결과 4개
Visual Question Answering (VQA) on COCO Visual Question Answering (VQA) real images 2.0 open ended 결과 4개
Activeness Detection on COCO test-dev 결과 3개
Cross-Modal Retrieval on MSCOCO 결과 3개
Image Captioning on MS-COCO 결과 3개
Image Retrieval on MSCOCO 결과 3개
Pose Estimation on COCO minival 결과 3개
Pose Estimation on MS-COCO 결과 3개
Scene Graph Generation on MS-COCO 결과 3개
Unsupervised Semantic Segmentation with Language-image Pre-training on COCO (Common Objects in Context) 결과 3개
Active Object Detection on COCO (Common Objects in Context) 결과 2개
Paraphrase Generation on MSCOCO 결과 2개
Semi Supervised Learning for Image Captioning on COCO (Common Objects in Context) 결과 2개
Visual Question Answering on COCO Visual Question Answering (VQA) real images 2.0 open ended 결과 2개
Few Shot Open Set Object Detection on MSCOCO 결과 1개
Homography Estimation on COCO 2014 결과 1개
Image Captioning on MSCOCO 결과 1개
Image Outpainting on MSCOCO 결과 1개
Instance Segmentation on coco minval 결과 1개
Interactive Segmentation on COCO (Common Objects in Context) 결과 1개
Interactive Segmentation on COCO minival 결과 1개
Multi-Label Learning on COCO 2014 결과 1개
Multi-object discovery on COCO_20k 결과 1개
One-Shot Instance Segmentation on COCO (Common Objects in Context) 결과 1개
Point-Supervised Instance Segmentation on COCO test-dev 결과 1개
Quantization on COCO (Common Objects in Context) 결과 1개
Question Answering on COCO Visual Question Answering (VQA) real images 1.0 open ended 결과 1개
Real-time Instance Segmentation on MSCOCO-1k 결과 1개
Unsupervised Object Localization on COCO_20k 결과 1개