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Models/Cutie+ (base, MEGA)

Cutie+ (base, MEGA)

Reported on 72 benchmarks across 3 tasks · 1 paper · 42 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision72 results

VideoonMOSE
F· 2023-10-19
75.8
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonMOSE
J· 2023-10-19
67.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonMOSE
J&F· 2023-10-19
71.7
best: 77.9 (SAM2)
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2019
F-Measure (Seen)· uses extra data· 2023-10-19
90.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2019
F-Measure (Unseen)· uses extra data· 2023-10-19
90.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2019
Jaccard (Seen)· uses extra data· 2023-10-19
86.3
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2019
Overall· uses extra data· 2023-10-19
87.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonDAVIS 2017 (test-dev)
F-measure (Mean)· uses extra data· 2023-10-19
91.4
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonDAVIS 2017 (test-dev)
J&F· uses extra data· 2023-10-19
88.1
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonDAVIS 2017 (test-dev)
Jaccard (Mean)· uses extra data· 2023-10-19
84.7
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2018
F-Measure (Seen)· uses extra data· 2023-10-19
91
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2018
Jaccard (Seen)· uses extra data· 2023-10-19
86.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2018
Jaccard (Unseen)· uses extra data· 2023-10-19
82.2
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2018
Overall· uses extra data· 2023-10-19
87.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonMOSE
F· 2023-10-19
75.8
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonMOSE
J· 2023-10-19
67.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonMOSE
J&F· 2023-10-19
71.7
best: 77.9 (SAM2)
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2019
F-Measure (Seen)· uses extra data· 2023-10-19
90.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2019
F-Measure (Unseen)· uses extra data· 2023-10-19
90.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2019
Jaccard (Seen)· uses extra data· 2023-10-19
86.3
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2019
Overall· uses extra data· 2023-10-19
87.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Mean)· uses extra data· 2023-10-19
91.4
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonDAVIS 2017 (test-dev)
J&F· uses extra data· 2023-10-19
88.1
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Mean)· uses extra data· 2023-10-19
84.7
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2018
F-Measure (Seen)· uses extra data· 2023-10-19
91
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2018
Jaccard (Seen)· uses extra data· 2023-10-19
86.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2018
Jaccard (Unseen)· uses extra data· 2023-10-19
82.2
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2018
Overall· uses extra data· 2023-10-19
87.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonMOSE
F· 2023-10-19
75.8
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonMOSE
J· 2023-10-19
67.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonMOSE
J&F· 2023-10-19
71.7
best: 77.9 (SAM2)
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
F-Measure (Seen)· uses extra data· 2023-10-19
90.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
F-Measure (Unseen)· uses extra data· 2023-10-19
90.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
Jaccard (Seen)· uses extra data· 2023-10-19
86.3
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
Overall· uses extra data· 2023-10-19
87.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Mean)· uses extra data· 2023-10-19
91.4
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
J&F· uses extra data· 2023-10-19
88.1
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Mean)· uses extra data· 2023-10-19
84.7
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
F-Measure (Seen)· uses extra data· 2023-10-19
91
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
Jaccard (Seen)· uses extra data· 2023-10-19
86.6
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
Jaccard (Unseen)· uses extra data· 2023-10-19
82.2
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
Overall· uses extra data· 2023-10-19
87.5
SOTA
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonMOSE
FPS· 2023-10-19
17.9
best: 45.5 (Cutie (small, MEGA))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonDAVIS 2017 (val)
F-measure (Mean)· uses extra data· 2023-10-19
90.8
best: 93.4 (Cutie+ (base))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonDAVIS 2017 (val)
J&F· uses extra data· 2023-10-19
88.1
best: 90.7 (SAM2)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonDAVIS 2017 (val)
Jaccard (Mean)· uses extra data· 2023-10-19
85.5
best: 87.5 (Cutie+ (base))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonDAVIS 2017 (val)
Speed (FPS)· uses extra data· 2023-10-19
17.9
best: 90.6 (MobileVOS (BL30K))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2019
J&F· uses extra data· 2023-10-19
17.9
best: 82.8 (STCN + TrickVOS (PT))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2019
Jaccard (Unseen)· uses extra data· 2023-10-19
82.7
best: 754.8 (R50-AOST (L'=1))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonDAVIS 2017 (test-dev)
FPS· uses extra data· 2023-10-19
17.9
best: 63.5 (DeAOT-T)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2018
F-Measure (Unseen)· uses extra data· 2023-10-19
90.1
best: 90.2 (XMem (BL30K, MS))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
VideoonYouTube-VOS 2018
Speed (FPS)· uses extra data· 2023-10-19
17.9
best: 78.5 (RPCMVOS)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonMOSE
FPS· 2023-10-19
17.9
best: 45.5 (Cutie (small, MEGA))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonDAVIS 2017 (val)
F-measure (Mean)· uses extra data· 2023-10-19
90.8
best: 93.4 (Cutie+ (base))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonDAVIS 2017 (val)
J&F· uses extra data· 2023-10-19
88.1
best: 90.7 (SAM2)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Mean)· uses extra data· 2023-10-19
85.5
best: 87.5 (Cutie+ (base))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonDAVIS 2017 (val)
Speed (FPS)· uses extra data· 2023-10-19
17.9
best: 90.6 (MobileVOS (BL30K))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2019
J&F· uses extra data· 2023-10-19
17.9
best: 82.8 (STCN + TrickVOS (PT))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2019
Jaccard (Unseen)· uses extra data· 2023-10-19
82.7
best: 754.8 (R50-AOST (L'=1))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonDAVIS 2017 (test-dev)
FPS· uses extra data· 2023-10-19
17.9
best: 63.5 (DeAOT-T)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2018
F-Measure (Unseen)· uses extra data· 2023-10-19
90.1
best: 90.2 (XMem (BL30K, MS))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Video Object SegmentationonYouTube-VOS 2018
Speed (FPS)· uses extra data· 2023-10-19
17.9
best: 78.5 (RPCMVOS)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonMOSE
FPS· 2023-10-19
17.9
best: 45.5 (Cutie (small, MEGA))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
F-measure (Mean)· uses extra data· 2023-10-19
90.8
best: 93.4 (Cutie+ (base))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
J&F· uses extra data· 2023-10-19
88.1
best: 90.7 (SAM2)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Mean)· uses extra data· 2023-10-19
85.5
best: 87.5 (Cutie+ (base))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
Speed (FPS)· uses extra data· 2023-10-19
17.9
best: 90.6 (MobileVOS (BL30K))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
J&F· uses extra data· 2023-10-19
17.9
best: 82.8 (STCN + TrickVOS (PT))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
Jaccard (Unseen)· uses extra data· 2023-10-19
82.7
best: 754.8 (R50-AOST (L'=1))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
FPS· uses extra data· 2023-10-19
17.9
best: 63.5 (DeAOT-T)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
F-Measure (Unseen)· uses extra data· 2023-10-19
90.1
best: 90.2 (XMem (BL30K, MS))
Putting the Object Back into Video Object Segmentation arXiv:2310.12982
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
Speed (FPS)· uses extra data· 2023-10-19
17.9
best: 78.5 (RPCMVOS)
Putting the Object Back into Video Object Segmentation arXiv:2310.12982