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Datasets/MSCOCO

MSCOCO

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  • a high-level explanation of the dataset characteristics
  • explain motivations and summary of its content
  • potential use cases of the dataset

Benchmarks

16k/Average mAP16k/mAP @0.5:0.9516k/AP16k/AP 0.516k/mAP16k/mAP@502D Classification/Average mAP2D Classification/mAP @0.5:0.952D Classification/AP2D Classification/AP 0.52D Classification/mAP2D Classification/mAP@502D Object Detection/Average mAP2D Object Detection/mAP @0.5:0.952D Object Detection/AP2D Object Detection/AP 0.52D Object Detection/mAP2D Object Detection/mAP@503D/Average mAP3D/mAP @0.5:0.953D/AP3D/AP 0.53D/mAP3D/mAP@50Cross-Modal Information Retrieval/Image-to-text R@1Cross-Modal Retrieval/Image-to-text R@1Few Shot Open Set Object Detection/AR_UImage Captioning/BLEU-4Image Classification/mAPImage Classification/mean average precisionImage Outpainting/CLIP SimilarityImage Outpainting/FIDImage Outpainting/Inception scoreImage Retrieval/Recall@1Image Retrieval/Recall@10Image Retrieval/Recall@5Image Retrieval with Multi-Modal Query/Image-to-text R@1Instance Segmentation/mask APInstance Segmentation/AP50Instance Segmentation/AP75Instance Segmentation/APSInstance Segmentation/APMInstance Segmentation/APLInstance Segmentation/Frame (fps)Multi-Label Image Classification/mAPMulti-Label Image Classification/mean average precisionObject Detection/Average mAPObject Detection/mAP @0.5:0.95Object Detection/APObject Detection/AP 0.5Object Detection/mAPObject Detection/mAP@50Open Vocabulary Object Detection/AP 0.5Paraphrase Generation/BLEUParaphrase Generation/iBLEUText Generation/BLEUText Generation/iBLEU

Related Benchmarks

MSCOCO to FLIR ADAS/Domain Adaptation/Accuracy (%)MSCOCO to FLIR ADAS/Unsupervised Domain Adaptation/Accuracy (%)MSCOCO-1k/Cross-Modal Information Retrieval/Image-to-text R@1MSCOCO-1k/Cross-Modal Information Retrieval/Text-to-image R@1MSCOCO-1k/Cross-Modal Retrieval/Image-to-text R@1MSCOCO-1k/Cross-Modal Retrieval/Text-to-image R@1MSCOCO-1k/Image Retrieval with Multi-Modal Query/Image-to-text R@1MSCOCO-1k/Image Retrieval with Multi-Modal Query/Text-to-image R@1MSCOCO-1k/Instance Segmentation/APM

Statistics

Papers
90
Benchmarks
57

Links

Tasks

16k2D Classification2D Object Detection3DCross-Modal Information RetrievalCross-Modal RetrievalFew Shot Open Set Object DetectionImage CaptioningImage ClassificationImage OutpaintingImage RetrievalImage Retrieval with Multi-Modal QueryInstance SegmentationMulti-Label Image ClassificationObject DetectionOpen Vocabulary Object DetectionParaphrase GenerationReal-time Instance SegmentationText GenerationWeakly Supervised Object DetectionZero-Shot Object Detectionmage-to-Text Retrieval