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Datasets
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YouTube
YouTube
Benchmarks
Link Prediction
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F1-Score
Link Prediction
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Macro F1
Link Prediction
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Micro F1
Link Prediction
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PR AUC
Link Prediction
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ROC AUC
Node Classification
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Macro-F1@2%
Node Classification
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Micro-F1@2%
Node Classification
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runtime (s)
Semi-Supervised Video Object Segmentation
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mIoU
Video
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Average
Video
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mIoU
Video Object Segmentation
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Average
Video Object Segmentation
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mIoU
Related Benchmarks
YouTube Dancing
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Video
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FID
YouTube Driving
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Video
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FVD16
YouTube Driving
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Video Generation
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FVD16
YouTube Faces DB
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3D
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Accuracy
YouTube Faces DB
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3D Face Modelling
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Accuracy
YouTube Faces DB
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3D Face Reconstruction
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Accuracy
YouTube Faces DB
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Face Reconstruction
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Accuracy
YouTube Faces DB
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Face Verification
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Accuracy
YouTube Faces DB
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Facial Recognition and Modelling
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Accuracy
YouTube Faces DB
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Image Clustering
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Accuracy
YouTube Faces DB
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Image Clustering
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NMI
YouTube Highlights
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16k
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mAP
YouTube Highlights
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Highlight Detection
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mAP
YouTube News dataset (Background Music)
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Dialogue
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Accuracy
YouTube News dataset (Background Music)
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Dialogue
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F1 Score
YouTube News dataset (Background Music)
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Dialogue Understanding
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Accuracy
YouTube News dataset (Background Music)
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Dialogue Understanding
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F1 Score
YouTube News dataset (Background Music)
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Spoken Language Understanding
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Accuracy
YouTube News dataset (Background Music)
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Spoken Language Understanding
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F1 Score
YouTube News dataset (Crackling Noise)
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Dialogue
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Accuracy
YouTube News dataset (Crackling Noise)
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Dialogue
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F1 Score
YouTube News dataset (Crackling Noise)
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Dialogue Understanding
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Accuracy
YouTube News dataset (Crackling Noise)
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Dialogue Understanding
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F1 Score
YouTube News dataset (Crackling Noise)
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Spoken Language Understanding
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Accuracy
YouTube News dataset (Crackling Noise)
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Spoken Language Understanding
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F1 Score
YouTube News dataset (No Noise)
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Dialogue
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Accuracy
YouTube News dataset (No Noise)
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Dialogue
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F1 Score
YouTube News dataset (No Noise)
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Dialogue Understanding
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Accuracy
YouTube News dataset (No Noise)
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Dialogue Understanding
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F1 Score
YouTube News dataset (No Noise)
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Spoken Language Understanding
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Accuracy
YouTube News dataset (No Noise)
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Spoken Language Understanding
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F1 Score
YouTube News dataset (White Noise)
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Dialogue
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Accuracy
YouTube News dataset (White Noise)
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Dialogue
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F1 Score
YouTube News dataset (White Noise)
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Dialogue Understanding
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Accuracy
YouTube News dataset (White Noise)
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Dialogue Understanding
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F1 Score
YouTube News dataset (White Noise)
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Spoken Language Understanding
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Accuracy
YouTube News dataset (White Noise)
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Spoken Language Understanding
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F1 Score
YouTube-8M
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Video
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Average PSNR
YouTube-8M
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Video
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Global Average Precision
YouTube-8M
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Video
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Hit@1
YouTube-8M
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Video
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Hit@5
YouTube-8M
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Video
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PERR
YouTube-8M
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Video
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mAP
YouTube-8M
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Video Classification
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Global Average Precision
YouTube-8M
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Video Classification
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Hit@1
YouTube-8M
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Video Classification
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Hit@5
YouTube-8M
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Video Classification
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PERR
YouTube-8M
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Video Classification
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mAP
YouTube-8M
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Video Prediction
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Average PSNR
YouTube-Hands
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Multiple Object Tracking
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HOTA
YouTube-Hands
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Multiple Object Tracking
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MOTA
YouTube-Hands
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Object Tracking
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HOTA
YouTube-Hands
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Object Tracking
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MOTA
YouTube-Hands
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Video
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HOTA
YouTube-Hands
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Video
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MOTA
YouTube-Objects
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Video
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J
YouTube-Objects
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Video Object Segmentation
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J
YouTube-UGC
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Video
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PLCC
YouTube-UGC
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Video Quality Assessment
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PLCC
YouTube-UGC
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Video Understanding
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PLCC
YouTube-VIS
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Video Instance Segmentation
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mask AP
YouTube-VIS 2021
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Video Instance Segmentation
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AP50
YouTube-VIS 2021
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Video Instance Segmentation
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AP75
YouTube-VIS 2021
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Video Instance Segmentation
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AR1
YouTube-VIS 2021
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Video Instance Segmentation
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AR10
YouTube-VIS 2021
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Video Instance Segmentation
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mask AP
YouTube-VIS validation
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Video Instance Segmentation
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AP50
YouTube-VIS validation
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Video Instance Segmentation
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AP75
YouTube-VIS validation
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Video Instance Segmentation
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AR1
YouTube-VIS validation
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Video Instance Segmentation
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AR10
YouTube-VIS validation
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Video Instance Segmentation
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mask AP
YouTube-VOS
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3D
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LPIPS
YouTube-VOS
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3D
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PSNR
YouTube-VOS
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3D
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PSNR (square)
YouTube-VOS
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3D
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SSIM
YouTube-VOS
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Object Tracking
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F-Measure (Seen)
YouTube-VOS
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Object Tracking
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F-Measure (Unseen)
YouTube-VOS
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Object Tracking
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Jaccard (Seen)
YouTube-VOS
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Object Tracking
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Jaccard (Unseen)
YouTube-VOS
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Object Tracking
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O (Average of Measures)
YouTube-VOS
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Semi-Supervised Video Object Segmentation
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F-Measure (Seen)
YouTube-VOS
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Semi-Supervised Video Object Segmentation
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F-Measure (Unseen)
YouTube-VOS
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Semi-Supervised Video Object Segmentation
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Jaccard (Seen)
YouTube-VOS
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Semi-Supervised Video Object Segmentation
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Jaccard (Unseen)
YouTube-VOS
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Video
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F-Measure (Seen)
YouTube-VOS
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Video
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F-Measure (Unseen)
YouTube-VOS
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Video
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Jaccard (Seen)
YouTube-VOS
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Video
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Jaccard (Unseen)
YouTube-VOS
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Video Inpainting
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LPIPS
YouTube-VOS
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Video Inpainting
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PSNR
YouTube-VOS
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Video Inpainting
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PSNR (square)
YouTube-VOS
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Video Inpainting
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SSIM
YouTube-VOS
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Video Object Segmentation
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F-Measure (Seen)
YouTube-VOS
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Video Object Segmentation
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F-Measure (Unseen)
YouTube-VOS
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Video Object Segmentation
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Jaccard (Seen)
YouTube-VOS
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Video Object Segmentation
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Jaccard (Unseen)
YouTube-VOS
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Visual Object Tracking
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F-Measure (Seen)
YouTube-VOS
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Visual Object Tracking
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F-Measure (Unseen)
YouTube-VOS
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Visual Object Tracking
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Jaccard (Seen)
YouTube-VOS
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Visual Object Tracking
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Jaccard (Unseen)
YouTube-VOS
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Visual Object Tracking
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O (Average of Measures)
YouTube-VOS 2018
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3D
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Ewarp
YouTube-VOS 2018
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3D
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PSNR
YouTube-VOS 2018
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3D
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SSIM
YouTube-VOS 2018
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3D
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VFID
YouTube-VOS 2018
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Object Tracking
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F-Measure (Seen)
YouTube-VOS 2018
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Object Tracking
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F-Measure (Unseen)
YouTube-VOS 2018
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Object Tracking
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Jaccard (Seen)
YouTube-VOS 2018
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Object Tracking
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Jaccard (Unseen)
YouTube-VOS 2018
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Object Tracking
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O (Average of Measures)
YouTube-VOS 2018
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Semi-Supervised Video Object Segmentation
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F-Measure (Seen)
YouTube-VOS 2018
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Semi-Supervised Video Object Segmentation
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F-Measure (Unseen)
YouTube-VOS 2018
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Semi-Supervised Video Object Segmentation
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Jaccard (Seen)
YouTube-VOS 2018
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Semi-Supervised Video Object Segmentation
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Jaccard (Unseen)
YouTube-VOS 2018
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Semi-Supervised Video Object Segmentation
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Overall
YouTube-VOS 2018
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Semi-Supervised Video Object Segmentation
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Params(M)
YouTube-VOS 2018
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Semi-Supervised Video Object Segmentation
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Speed (FPS)
YouTube-VOS 2018
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Semi-Supervised Video Object Segmentation
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Speed (FPS)
YouTube-VOS 2018
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Video
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F-Measure (Seen)
YouTube-VOS 2018
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Video
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F-Measure (Unseen)
YouTube-VOS 2018
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Video
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Jaccard (Seen)
YouTube-VOS 2018
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Video
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Jaccard (Unseen)
YouTube-VOS 2018
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Video
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Mean Jaccard & F-Measure
YouTube-VOS 2018
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Video
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Overall
YouTube-VOS 2018
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Video
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Params(M)
YouTube-VOS 2018
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Video
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Speed (FPS)
YouTube-VOS 2018
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Video
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Speed (FPS)
YouTube-VOS 2018
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Video Inpainting
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Ewarp
YouTube-VOS 2018
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Video Inpainting
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PSNR
YouTube-VOS 2018
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Video Inpainting
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SSIM
YouTube-VOS 2018
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Video Inpainting
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VFID
YouTube-VOS 2018
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Video Object Segmentation
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F-Measure (Seen)
YouTube-VOS 2018
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Video Object Segmentation
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F-Measure (Unseen)
YouTube-VOS 2018
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Video Object Segmentation
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Jaccard (Seen)
YouTube-VOS 2018
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Video Object Segmentation
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Jaccard (Unseen)
YouTube-VOS 2018
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Video Object Segmentation
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Mean Jaccard & F-Measure
YouTube-VOS 2018
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Video Object Segmentation
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Overall
YouTube-VOS 2018
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Video Object Segmentation
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Params(M)
YouTube-VOS 2018
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Video Object Segmentation
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Speed (FPS)
YouTube-VOS 2018
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Video Object Segmentation
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Speed (FPS)
YouTube-VOS 2018
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Visual Object Tracking
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F-Measure (Seen)
YouTube-VOS 2018
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Visual Object Tracking
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F-Measure (Unseen)
YouTube-VOS 2018
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Visual Object Tracking
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Jaccard (Seen)
YouTube-VOS 2018
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Visual Object Tracking
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Jaccard (Unseen)
YouTube-VOS 2018
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Visual Object Tracking
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O (Average of Measures)
YouTube-VOS 2019
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Semi-Supervised Video Object Segmentation
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F-Measure (Seen)
YouTube-VOS 2019
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Semi-Supervised Video Object Segmentation
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F-Measure (Unseen)
YouTube-VOS 2019
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Semi-Supervised Video Object Segmentation
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FPS
YouTube-VOS 2019
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Semi-Supervised Video Object Segmentation
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J score (unseen)
YouTube-VOS 2019
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Semi-Supervised Video Object Segmentation
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J&F
YouTube-VOS 2019
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Semi-Supervised Video Object Segmentation
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Jaccard (Seen)
YouTube-VOS 2019
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Semi-Supervised Video Object Segmentation
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Jaccard (Unseen)
YouTube-VOS 2019
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Semi-Supervised Video Object Segmentation
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Overall
YouTube-VOS 2019
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Video
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F-Measure (Seen)
YouTube-VOS 2019
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Video
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F-Measure (Unseen)
YouTube-VOS 2019
/
Video
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FPS
YouTube-VOS 2019
/
Video
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J score (unseen)
YouTube-VOS 2019
/
Video
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J&F
YouTube-VOS 2019
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Video
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Jaccard (Seen)
YouTube-VOS 2019
/
Video
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Jaccard (Unseen)
YouTube-VOS 2019
/
Video
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Mean Jaccard & F-Measure
YouTube-VOS 2019
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Video
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Overall
YouTube-VOS 2019
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Video Object Segmentation
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F-Measure (Seen)
YouTube-VOS 2019
/
Video Object Segmentation
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F-Measure (Unseen)
YouTube-VOS 2019
/
Video Object Segmentation
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FPS
YouTube-VOS 2019
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Video Object Segmentation
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J score (unseen)
YouTube-VOS 2019
/
Video Object Segmentation
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J&F
YouTube-VOS 2019
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Video Object Segmentation
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Jaccard (Seen)
YouTube-VOS 2019
/
Video Object Segmentation
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Jaccard (Unseen)
YouTube-VOS 2019
/
Video Object Segmentation
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Mean Jaccard & F-Measure
YouTube-VOS 2019
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Video Object Segmentation
/
Overall
YouTube350
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Cover song identification
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MAP
Youtube INRIA Instructional
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Action Localization
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Acc
Youtube INRIA Instructional
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Action Localization
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F1
Youtube INRIA Instructional
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Action Localization
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Precision
Youtube INRIA Instructional
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Action Localization
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Recall
Youtube INRIA Instructional
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Action Localization
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mIoU
Youtube INRIA Instructional
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Action Segmentation
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Acc
Youtube INRIA Instructional
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Action Segmentation
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F1
Youtube INRIA Instructional
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Action Segmentation
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Precision
Youtube INRIA Instructional
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Action Segmentation
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Recall
Youtube INRIA Instructional
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Action Segmentation
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mIoU
Youtube counterspeech dataset
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Counterspeech Detection
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F1 score
Youtube-VIS (trained with no video masks)
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Video Instance Segmentation
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AP
Youtube-VIS 2022 Validation
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Video Instance Segmentation
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AP50_L
Youtube-VIS 2022 Validation
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Video Instance Segmentation
/
AP75_L
Youtube-VIS 2022 Validation
/
Video Instance Segmentation
/
AR10_L
Youtube-VIS 2022 Validation
/
Video Instance Segmentation
/
AR1_L
Youtube-VIS 2022 Validation
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Video Instance Segmentation
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mAP_L