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Datasets/DAVIS (no YouTube-VOS training)

DAVIS (no YouTube-VOS training)

Benchmarks

Semi-Supervised Video Object Segmentation/D17 val (G)Semi-Supervised Video Object Segmentation/D17 val (J)Semi-Supervised Video Object Segmentation/D17 val (F)Semi-Supervised Video Object Segmentation/D17 test (G)Semi-Supervised Video Object Segmentation/D17 test (J)Semi-Supervised Video Object Segmentation/D17 test (F)Semi-Supervised Video Object Segmentation/D16 val (G)Semi-Supervised Video Object Segmentation/D16 val (J)Semi-Supervised Video Object Segmentation/D16 val (F)Semi-Supervised Video Object Segmentation/FPSVideo/D17 val (G)Video/D17 val (J)Video/D17 val (F)Video/D17 test (G)Video/D17 test (J)Video/D17 test (F)Video/D16 val (G)Video/D16 val (J)Video/D16 val (F)Video/FPSVideo Object Segmentation/D17 val (G)Video Object Segmentation/D17 val (J)Video Object Segmentation/D17 val (F)Video Object Segmentation/D17 test (G)Video Object Segmentation/D17 test (J)Video Object Segmentation/D17 test (F)Video Object Segmentation/D16 val (G)Video Object Segmentation/D16 val (J)Video Object Segmentation/D16 val (F)Video Object Segmentation/FPS

Related Benchmarks

DAVIS/3D/EwarpDAVIS/3D/LPIPS (object)DAVIS/3D/LPIPS (square)DAVIS/3D/PNSR (object)DAVIS/3D/PSNRDAVIS/3D/SSIMDAVIS/3D/SSIM (object)DAVIS/3D/SSIM (square)DAVIS/3D/VFIDDAVIS/Interactive Segmentation/NoC@85DAVIS/Interactive Segmentation/NoC@90DAVIS/Interactive Segmentation/NoC@95DAVIS/Video/PSNRDAVIS/Video/SSIMDAVIS/Video Frame Interpolation/PSNRDAVIS/Video Frame Interpolation/SSIMDAVIS/Video Inpainting/EwarpDAVIS/Video Inpainting/LPIPS (object)DAVIS/Video Inpainting/LPIPS (square)DAVIS/Video Inpainting/PNSR (object)DAVIS/Video Inpainting/PSNRDAVIS/Video Inpainting/SSIMDAVIS/Video Inpainting/SSIM (object)DAVIS/Video Inpainting/SSIM (square)DAVIS/Video Inpainting/VFIDDAVIS/Visual Tracking/Average JaccardDAVIS 2016/Instance Segmentation/J scoreDAVIS 2016/Semi-Supervised Video Object Segmentation/F-measure (Decay)DAVIS 2016/Semi-Supervised Video Object Segmentation/F-measure (Mean)DAVIS 2016/Semi-Supervised Video Object Segmentation/F-measure (Recall)DAVIS 2016/Semi-Supervised Video Object Segmentation/J&FDAVIS 2016/Semi-Supervised Video Object Segmentation/Jaccard (Decay)DAVIS 2016/Semi-Supervised Video Object Segmentation/Jaccard (Mean)DAVIS 2016/Semi-Supervised Video Object Segmentation/Jaccard (Recall)DAVIS 2016/Semi-Supervised Video Object Segmentation/Speed (FPS)DAVIS 2016/Unsupervised Object Segmentation/J scoreDAVIS 2016/Video/Contour AccuracyDAVIS 2016/Video/F-ScoreDAVIS 2016/Video/F-measure (Decay)DAVIS 2016/Video/F-measure (Mean)DAVIS 2016/Video/F-measure (Recall)DAVIS 2016/Video/J&FDAVIS 2016/Video/Jaccard (Decay)DAVIS 2016/Video/Jaccard (Mean)DAVIS 2016/Video/Jaccard (Recall)DAVIS 2016/Video/Speed (FPS)DAVIS 2016/Video/mIoUDAVIS 2016/Video Object Segmentation/Contour AccuracyDAVIS 2016/Video Object Segmentation/F-ScoreDAVIS 2016/Video Object Segmentation/F-measure (Decay)DAVIS 2016/Video Object Segmentation/F-measure (Mean)DAVIS 2016/Video Object Segmentation/F-measure (Recall)DAVIS 2016/Video Object Segmentation/J&FDAVIS 2016/Video Object Segmentation/Jaccard (Decay)DAVIS 2016/Video Object Segmentation/Jaccard (Mean)DAVIS 2016/Video Object Segmentation/Jaccard (Recall)DAVIS 2016/Video Object Segmentation/Speed (FPS)DAVIS 2016/Video Object Segmentation/mIoUDAVIS 2016 val/Video/FDAVIS 2016 val/Video/GDAVIS 2016 val/Video/JDAVIS 2016 val/Video Object Segmentation/FDAVIS 2016 val/Video Object Segmentation/GDAVIS 2016 val/Video Object Segmentation/JDAVIS 2017/Semi-Supervised Video Object Segmentation/F-measure (Decay)DAVIS 2017/Semi-Supervised Video Object Segmentation/F-measure (Mean)DAVIS 2017/Semi-Supervised Video Object Segmentation/F-measure (Recall)DAVIS 2017/Semi-Supervised Video Object Segmentation/J&FDAVIS 2017/Semi-Supervised Video Object Segmentation/Jaccard (Decay)DAVIS 2017/Semi-Supervised Video Object Segmentation/Jaccard (Mean)DAVIS 2017/Semi-Supervised Video Object Segmentation/Jaccard (Recall)DAVIS 2017/Video/AUC-JDAVIS 2017/Video/AUC-J&FDAVIS 2017/Video/F-ScoreDAVIS 2017/Video/F-measure (Decay)DAVIS 2017/Video/F-measure (Mean)DAVIS 2017/Video/F-measure (Recall)DAVIS 2017/Video/J&FDAVIS 2017/Video/J&F@60sDAVIS 2017/Video/J@60sDAVIS 2017/Video/Jaccard (Decay)DAVIS 2017/Video/Jaccard (Mean)DAVIS 2017/Video/Jaccard (Recall)DAVIS 2017/Video/LPIPSDAVIS 2017/Video/MS-SSIMDAVIS 2017/Video/mIoUDAVIS 2017/Video Object Segmentation/AUC-JDAVIS 2017/Video Object Segmentation/AUC-J&FDAVIS 2017/Video Object Segmentation/F-ScoreDAVIS 2017/Video Object Segmentation/F-measure (Decay)DAVIS 2017/Video Object Segmentation/F-measure (Mean)DAVIS 2017/Video Object Segmentation/F-measure (Recall)DAVIS 2017/Video Object Segmentation/J&FDAVIS 2017/Video Object Segmentation/J&F@60sDAVIS 2017/Video Object Segmentation/J@60sDAVIS 2017/Video Object Segmentation/Jaccard (Decay)DAVIS 2017/Video Object Segmentation/Jaccard (Mean)DAVIS 2017/Video Object Segmentation/Jaccard (Recall)DAVIS 2017/Video Object Segmentation/mIoUDAVIS 2017/Video Prediction/LPIPSDAVIS 2017/Video Prediction/MS-SSIMDAVIS 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/AUCDAVIS sigma10/Video/PSNRDAVIS sigma20/Video/PSNRDAVIS sigma30/Video/PSNRDAVIS sigma40/Video/PSNRDAVIS sigma50/Video/PSNRDAVIS-2016/16k/AVERAGE MAEDAVIS-2016/16k/MAX E-MEASUREDAVIS-2016/16k/MAX F-MEASUREDAVIS-2016/16k/S-MeasureDAVIS-2016/2D Classification/AVERAGE MAEDAVIS-2016/2D Classification/MAX E-MEASUREDAVIS-2016/2D Classification/MAX F-MEASUREDAVIS-2016/2D Classification/S-MeasureDAVIS-2016/2D Object Detection/AVERAGE MAEDAVIS-2016/2D Object Detection/MAX E-MEASUREDAVIS-2016/2D Object Detection/MAX F-MEASUREDAVIS-2016/2D Object Detection/S-MeasureDAVIS-2016/3D/AVERAGE MAEDAVIS-2016/3D/MAX E-MEASUREDAVIS-2016/3D/MAX F-MEASUREDAVIS-2016/3D/S-MeasureDAVIS-2016/Object Detection/AVERAGE MAEDAVIS-2016/Object Detection/MAX E-MEASUREDAVIS-2016/Object Detection/MAX F-MEASUREDAVIS-2016/Object Detection/S-MeasureDAVIS-2016/RGB Salient Object Detection/AVERAGE MAEDAVIS-2016/RGB Salient Object Detection/MAX E-MEASUREDAVIS-2016/RGB Salient Object Detection/MAX F-MEASUREDAVIS-2016/RGB Salient Object Detection/S-MeasureDAVIS-2016/Semi-Supervised Video Object Segmentation/Speed (FPS)DAVIS-2016/Video/AVERAGE MAEDAVIS-2016/Video/MAX E-MEASUREDAVIS-2016/Video/MAX F-MEASUREDAVIS-2016/Video/S-MeasureDAVIS-2016/Video/Speed (FPS)DAVIS-2016/Video Object Segmentation/AVERAGE MAEDAVIS-2016/Video Object Segmentation/MAX E-MEASUREDAVIS-2016/Video Object Segmentation/MAX F-MEASUREDAVIS-2016/Video Object Segmentation/S-MeasureDAVIS-2016/Video Object Segmentation/Speed (FPS)DAVIS-2017/Semi-Supervised Video Object Segmentation/F-measure (Mean)DAVIS-2017/Semi-Supervised Video Object Segmentation/J&FDAVIS-2017/Semi-Supervised Video Object Segmentation/Jaccard (Mean)DAVIS-2017/Semi-Supervised Video Object Segmentation/Speed (FPS)DAVIS-2017/Video/F-measure (Mean)DAVIS-2017/Video/J&FDAVIS-2017/Video/Jaccard (Mean)DAVIS-2017/Video/Speed (FPS)DAVIS-2017/Video Object Segmentation/F-measure (Mean)DAVIS-2017/Video Object Segmentation/J&FDAVIS-2017/Video Object Segmentation/Jaccard (Mean)DAVIS-2017/Video Object Segmentation/Speed (FPS)DAVIS-2017 (test-dev)/Video/F-measureDAVIS-2017 (test-dev)/Video/JaccardDAVIS-2017 (test-dev)/Video/Mean Jaccard & F-MeasureDAVIS-2017 (test-dev)/Video Object Segmentation/F-measureDAVIS-2017 (test-dev)/Video Object Segmentation/JaccardDAVIS-2017 (test-dev)/Video Object Segmentation/Mean Jaccard & F-MeasureDAVIS-585/Interactive Segmentation/NoC@85DAVIS-585/Interactive Segmentation/NoC@90DAVIS-DTA/Drug Discovery/CIDAVIS-DTA/Drug Discovery/MSEDAVIS-DTA/Language Modelling/CIDAVIS-S/16k/F-measureDAVIS-S/16k/MAEDAVIS-S/16k/S-measureDAVIS-S/16k/mBADAVIS-S/2D Classification/F-measureDAVIS-S/2D Classification/MAEDAVIS-S/2D Classification/S-measureDAVIS-S/2D Classification/mBADAVIS-S/2D Object Detection/F-measureDAVIS-S/2D Object Detection/MAEDAVIS-S/2D Object Detection/S-measureDAVIS-S/2D Object Detection/mBADAVIS-S/3D/F-measureDAVIS-S/3D/MAEDAVIS-S/3D/S-measureDAVIS-S/3D/mBADAVIS-S/Object Detection/F-measureDAVIS-S/Object Detection/MAEDAVIS-S/Object Detection/S-measureDAVIS-S/Object Detection/mBADAVIS-S/RGB Salient Object Detection/F-measureDAVIS-S/RGB Salient Object Detection/MAEDAVIS-S/RGB Salient Object Detection/S-measureDAVIS-S/RGB Salient Object Detection/mBA

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Benchmarks
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Tasks

Semi-Supervised Video Object SegmentationVideoVideo Object Segmentation