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Datasets/DAVIS 2017

DAVIS 2017

ImagesVideosAnnotations under CC BY-SA 4.0Introduced 2017-01-01

DAVIS17 is a dataset for video object segmentation. It contains a total of 150 videos - 60 for training, 30 for validation, 60 for testing

Source: Siam R-CNN: Visual Tracking by Re-Detection Image Source: https://www.researchgate.net/figure/LucidTracker-qualitative-results-on-DAVIS-17-test-dev-set-Frames-sampled-along-the_fig5_331792902

Benchmarks

Semi-Supervised Video Object Segmentation/F-measure (Decay)Semi-Supervised Video Object Segmentation/F-measure (Mean)Semi-Supervised Video Object Segmentation/F-measure (Recall)Semi-Supervised Video Object Segmentation/J&FSemi-Supervised Video Object Segmentation/Jaccard (Decay)Semi-Supervised Video Object Segmentation/Jaccard (Mean)Semi-Supervised Video Object Segmentation/Jaccard (Recall)Video/Jaccard (Mean)Video/mIoUVideo/J&FVideo/F-ScoreVideo/F-measure (Decay)Video/F-measure (Mean)Video/F-measure (Recall)Video/Jaccard (Decay)Video/Jaccard (Recall)Video/AUC-J&FVideo/J&F@60sVideo/AUC-JVideo/J@60sVideo/LPIPSVideo/MS-SSIMVideo Object Segmentation/Jaccard (Mean)Video Object Segmentation/mIoUVideo Object Segmentation/J&FVideo Object Segmentation/F-ScoreVideo Object Segmentation/F-measure (Decay)Video Object Segmentation/F-measure (Mean)Video Object Segmentation/F-measure (Recall)Video Object Segmentation/Jaccard (Decay)Video Object Segmentation/Jaccard (Recall)Video Object Segmentation/AUC-J&FVideo Object Segmentation/J&F@60sVideo Object Segmentation/AUC-JVideo Object Segmentation/J@60sVideo Prediction/LPIPSVideo Prediction/MS-SSIM

Related Benchmarks

DAVIS 2017 (bmx-trees)/Video/AUCDAVIS 2017 (boxing-fisheye)/Video/AUCDAVIS 2017 (breakdance-flare)/Video/AUCDAVIS 2017 (continuousPan)/Video/AUCDAVIS 2017 (dog-gooses)/Video/AUCDAVIS 2017 (flamingo)/Video/AUCDAVIS 2017 (horsejump-high)/Video/AUCDAVIS 2017 (sidewalk)/Video/AUCDAVIS 2017 (stroller)/Video/AUCDAVIS 2017 (stunt)/Video/AUCDAVIS 2017 (swing)/Video/AUCDAVIS 2017 (tennis)/Video/AUCDAVIS 2017 (test-dev)/Semi-Supervised Video Object Segmentation/F-measure (Decay)DAVIS 2017 (test-dev)/Semi-Supervised Video Object Segmentation/F-measure (Mean)DAVIS 2017 (test-dev)/Semi-Supervised Video Object Segmentation/F-measure (Recall)DAVIS 2017 (test-dev)/Semi-Supervised Video Object Segmentation/FPSDAVIS 2017 (test-dev)/Semi-Supervised Video Object Segmentation/J&FDAVIS 2017 (test-dev)/Semi-Supervised Video Object Segmentation/Jaccard (Decay)DAVIS 2017 (test-dev)/Semi-Supervised Video Object Segmentation/Jaccard (Mean)DAVIS 2017 (test-dev)/Semi-Supervised Video Object Segmentation/Jaccard (Recall)DAVIS 2017 (test-dev)/Video/F-measureDAVIS 2017 (test-dev)/Video/F-measure (Decay)DAVIS 2017 (test-dev)/Video/F-measure (Mean)DAVIS 2017 (test-dev)/Video/F-measure (Recall)DAVIS 2017 (test-dev)/Video/FPSDAVIS 2017 (test-dev)/Video/J&FDAVIS 2017 (test-dev)/Video/JaccardDAVIS 2017 (test-dev)/Video/Jaccard (Decay)DAVIS 2017 (test-dev)/Video/Jaccard (Mean)DAVIS 2017 (test-dev)/Video/Jaccard (Recall)DAVIS 2017 (test-dev)/Video/Mean Jaccard & F-MeasureDAVIS 2017 (test-dev)/Video Object Segmentation/F-measureDAVIS 2017 (test-dev)/Video Object Segmentation/F-measure (Decay)DAVIS 2017 (test-dev)/Video Object Segmentation/F-measure (Mean)DAVIS 2017 (test-dev)/Video Object Segmentation/F-measure (Recall)DAVIS 2017 (test-dev)/Video Object Segmentation/FPSDAVIS 2017 (test-dev)/Video Object Segmentation/J&FDAVIS 2017 (test-dev)/Video Object Segmentation/JaccardDAVIS 2017 (test-dev)/Video Object Segmentation/Jaccard (Decay)DAVIS 2017 (test-dev)/Video Object Segmentation/Jaccard (Mean)DAVIS 2017 (test-dev)/Video Object Segmentation/Jaccard (Recall)DAVIS 2017 (test-dev)/Video Object Segmentation/Mean Jaccard & F-MeasureDAVIS 2017 (val)/Instance Segmentation/J&F 1st frameDAVIS 2017 (val)/Instance Segmentation/J&F Full videoDAVIS 2017 (val)/Instance Segmentation/J&F scoreDAVIS 2017 (val)/Instance Segmentation/Zero-Shot TransferDAVIS 2017 (val)/Referring Expression Segmentation/J&F 1st frameDAVIS 2017 (val)/Referring Expression Segmentation/J&F Full videoDAVIS 2017 (val)/Referring Expression Segmentation/J&F scoreDAVIS 2017 (val)/Referring Expression Segmentation/Zero-Shot TransferDAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/F-measure (Decay)DAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/F-measure (Mean)DAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/F-measure (Recall)DAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/J&FDAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/Jaccard (Decay)DAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/Jaccard (Mean)DAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/Jaccard (Recall)DAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/Params(M)DAVIS 2017 (val)/Semi-Supervised Video Object Segmentation/Speed (FPS)DAVIS 2017 (val)/Video/F-measureDAVIS 2017 (val)/Video/F-measure (Decay)DAVIS 2017 (val)/Video/F-measure (Mean)DAVIS 2017 (val)/Video/F-measure (Recall)DAVIS 2017 (val)/Video/J&FDAVIS 2017 (val)/Video/JaccardDAVIS 2017 (val)/Video/Jaccard (Decay)DAVIS 2017 (val)/Video/Jaccard (Mean)DAVIS 2017 (val)/Video/Jaccard (Recall)DAVIS 2017 (val)/Video/Mean Jaccard & F-MeasureDAVIS 2017 (val)/Video/Params(M)DAVIS 2017 (val)/Video/Speed (FPS)DAVIS 2017 (val)/Video Object Segmentation/F-measureDAVIS 2017 (val)/Video Object Segmentation/F-measure (Decay)DAVIS 2017 (val)/Video Object Segmentation/F-measure (Mean)DAVIS 2017 (val)/Video Object Segmentation/F-measure (Recall)DAVIS 2017 (val)/Video Object Segmentation/J&FDAVIS 2017 (val)/Video Object Segmentation/JaccardDAVIS 2017 (val)/Video Object Segmentation/Jaccard (Decay)DAVIS 2017 (val)/Video Object Segmentation/Jaccard (Mean)DAVIS 2017 (val)/Video Object Segmentation/Jaccard (Recall)DAVIS 2017 (val)/Video Object Segmentation/Mean Jaccard & F-MeasureDAVIS 2017 (val)/Video Object Segmentation/Params(M)DAVIS 2017 (val)/Video Object Segmentation/Speed (FPS)DAVIS 2017 (zoomInZoomOut)/Video/AUC

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Papers
308
Benchmarks
37

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Tasks

Interactive Video Object SegmentationReferring Expression SegmentationSemantic SegmentationSemi-Supervised Video Object SegmentationUnsupervised Video Object SegmentationVideoVideo Object SegmentationVideo Prediction