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Models/RPCMVOS

RPCMVOS

Reported on 73 benchmarks across 3 tasks · 1 paper · 14 SOTA

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

Computer Vision87 results

VideoonYouTube-VOS 2019
Mean Jaccard & F-Measure· 2021-12-06
83.9
best: 86.8 (XMem (BL30K,MS))
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
Mean Jaccard & F-Measure· 2021-12-06
84
best: 86.9 (XMem (BL30K, MS))
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (val)
Jaccard· 2021-12-06
81.3
best: 86.3 (XMem (BLK30K, MS))
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (val)
Mean Jaccard & F-Measure· 2021-12-06
83.7
best: 89.5 (XMem (BLK30K, MS))
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2016
F-measure (Mean)· 2021-12-06
94
best: 94.7 (SwinB-DeAOT-L)
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
Speed (FPS)· 2021-12-06
78.5
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
Mean Jaccard & F-Measure· 2021-12-06
83.9
best: 86.8 (XMem (BL30K,MS))
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
Mean Jaccard & F-Measure· 2021-12-06
84
best: 86.9 (XMem (BL30K, MS))
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (val)
Jaccard· 2021-12-06
81.3
best: 86.3 (XMem (BLK30K, MS))
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (val)
Mean Jaccard & F-Measure· 2021-12-06
83.7
best: 89.5 (XMem (BLK30K, MS))
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2016
F-measure (Mean)· 2021-12-06
94
best: 94.7 (SwinB-DeAOT-L)
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
Speed (FPS)· 2021-12-06
78.5
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2016
F-measure (Mean)· 2021-12-06
94
best: 94.7 (SwinB-DeAOT-L)
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
Speed (FPS)· 2021-12-06
78.5
SOTA
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
F-Measure (Seen)· 2021-12-06
86.9
best: 90.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
F-Measure (Unseen)· 2021-12-06
87.1
best: 90.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
Jaccard (Seen)· 2021-12-06
82.6
best: 86.3 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
Jaccard (Unseen)· 2021-12-06
79.1
best: 754.8 (R50-AOST (L'=1))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (test-dev)
F-measure· 2021-12-06
82.6
best: 86.1 (BATMAN)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (test-dev)
Jaccard· 2021-12-06
75.8
best: 78.4 (BATMAN)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (test-dev)
Mean Jaccard & F-Measure· 2021-12-06
79.2
best: 82.2 (BATMAN)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
F-Measure (Seen)· 2021-12-06
87.7
best: 91 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
F-Measure (Unseen)· 2021-12-06
86.7
best: 90.2 (XMem (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
Jaccard (Seen)· 2021-12-06
83.1
best: 86.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
Jaccard (Unseen)· 2021-12-06
78.5
best: 82.2 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (val)
F-measure (Mean)· 2021-12-06
86
best: 93.4 (Cutie+ (base))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (val)
J&F· 2021-12-06
83.7
best: 90.7 (SAM2)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (val)
Jaccard (Mean)· 2021-12-06
81.3
best: 87.5 (Cutie+ (base))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2016
J&F· 2021-12-06
90.6
best: 93.4 (ISVOS (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2016
Jaccard (Mean)· 2021-12-06
87.1
best: 92.5 (ISVOS (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
F-Measure (Seen)· 2021-12-06
86.9
best: 90.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
F-Measure (Unseen)· 2021-12-06
87.1
best: 90.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
Jaccard (Seen)· 2021-12-06
82.6
best: 86.3 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
Jaccard (Unseen)· 2021-12-06
79.1
best: 754.8 (R50-AOST (L'=1))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2019
Overall· 2021-12-06
83.9
best: 87.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (test-dev)
F-measure (Mean)· 2021-12-06
82.6
best: 91.4 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (test-dev)
J&F· 2021-12-06
79.2
best: 88.1 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonDAVIS 2017 (test-dev)
Jaccard (Mean)· 2021-12-06
75.8
best: 84.7 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
F-Measure (Seen)· 2021-12-06
87.7
best: 91 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
F-Measure (Unseen)· 2021-12-06
86.7
best: 90.2 (XMem (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
Jaccard (Seen)· 2021-12-06
83.1
best: 86.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
VideoonYouTube-VOS 2018
Overall· 2021-12-06
84
best: 87.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
F-Measure (Seen)· 2021-12-06
86.9
best: 90.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
F-Measure (Unseen)· 2021-12-06
87.1
best: 90.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
Jaccard (Seen)· 2021-12-06
82.6
best: 86.3 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
Jaccard (Unseen)· 2021-12-06
79.1
best: 754.8 (R50-AOST (L'=1))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure· 2021-12-06
82.6
best: 86.1 (BATMAN)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard· 2021-12-06
75.8
best: 78.4 (BATMAN)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (test-dev)
Mean Jaccard & F-Measure· 2021-12-06
79.2
best: 82.2 (BATMAN)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
F-Measure (Seen)· 2021-12-06
87.7
best: 91 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
F-Measure (Unseen)· 2021-12-06
86.7
best: 90.2 (XMem (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
Jaccard (Seen)· 2021-12-06
83.1
best: 86.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
Jaccard (Unseen)· 2021-12-06
78.5
best: 82.2 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (val)
F-measure (Mean)· 2021-12-06
86
best: 93.4 (Cutie+ (base))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (val)
J&F· 2021-12-06
83.7
best: 90.7 (SAM2)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Mean)· 2021-12-06
81.3
best: 87.5 (Cutie+ (base))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2016
J&F· 2021-12-06
90.6
best: 93.4 (ISVOS (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2016
Jaccard (Mean)· 2021-12-06
87.1
best: 92.5 (ISVOS (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
F-Measure (Seen)· 2021-12-06
86.9
best: 90.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
F-Measure (Unseen)· 2021-12-06
87.1
best: 90.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
Jaccard (Seen)· 2021-12-06
82.6
best: 86.3 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
Jaccard (Unseen)· 2021-12-06
79.1
best: 754.8 (R50-AOST (L'=1))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2019
Overall· 2021-12-06
83.9
best: 87.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Mean)· 2021-12-06
82.6
best: 91.4 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (test-dev)
J&F· 2021-12-06
79.2
best: 88.1 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Mean)· 2021-12-06
75.8
best: 84.7 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
F-Measure (Seen)· 2021-12-06
87.7
best: 91 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
F-Measure (Unseen)· 2021-12-06
86.7
best: 90.2 (XMem (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
Jaccard (Seen)· 2021-12-06
83.1
best: 86.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Video Object SegmentationonYouTube-VOS 2018
Overall· 2021-12-06
84
best: 87.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
F-measure (Mean)· 2021-12-06
86
best: 93.4 (Cutie+ (base))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
J&F· 2021-12-06
83.7
best: 90.7 (SAM2)
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Mean)· 2021-12-06
81.3
best: 87.5 (Cutie+ (base))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2016
J&F· 2021-12-06
90.6
best: 93.4 (ISVOS (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2016
Jaccard (Mean)· 2021-12-06
87.1
best: 92.5 (ISVOS (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
F-Measure (Seen)· 2021-12-06
86.9
best: 90.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
F-Measure (Unseen)· 2021-12-06
87.1
best: 90.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
Jaccard (Seen)· 2021-12-06
82.6
best: 86.3 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
Jaccard (Unseen)· 2021-12-06
79.1
best: 754.8 (R50-AOST (L'=1))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
Overall· 2021-12-06
83.9
best: 87.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Mean)· 2021-12-06
82.6
best: 91.4 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
J&F· 2021-12-06
79.2
best: 88.1 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Mean)· 2021-12-06
75.8
best: 84.7 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
F-Measure (Seen)· 2021-12-06
87.7
best: 91 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
F-Measure (Unseen)· 2021-12-06
86.7
best: 90.2 (XMem (BL30K, MS))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
Jaccard (Seen)· 2021-12-06
83.1
best: 86.6 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853
Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
Overall· 2021-12-06
84
best: 87.5 (Cutie+ (base, MEGA))
Reliable Propagation-Correction Modulation for Video Object Segmentation arXiv:2112.02853