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Models/Siam R-CNN

Siam R-CNN

Reported on 77 benchmarks across 5 tasks · 1 paper · 12 SOTA

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

Computer Vision77 results

Object TrackingonLaSOT
AUC· 2019-11-28
64.8
best: 77.4 (SPMTrack-G)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Object TrackingonLaSOT
Normalized Precision· 2019-11-28
72.2
best: 86.6 (SPMTrack-G)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Object TrackingonGOT-10k
Average Overlap· 2019-11-28
64.9
best: 81.7 (SAMURAI-L)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Object TrackingonTrackingNet
Accuracy· 2019-11-28
81.2
best: 87.9 (MCITrack-L384)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Object TrackingonTrackingNet
Normalized Precision· 2019-11-28
85.4
best: 92.1 (MCITrack-L384)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Object TrackingonTrackingNet
Precision· 2019-11-28
80
best: 89.2 (MCITrack-L384)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Visual Object TrackingonLaSOT
AUC· 2019-11-28
64.8
best: 77.4 (SPMTrack-G)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Visual Object TrackingonLaSOT
Normalized Precision· 2019-11-28
72.2
best: 86.6 (SPMTrack-G)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Visual Object TrackingonGOT-10k
Average Overlap· 2019-11-28
64.9
best: 81.7 (SAMURAI-L)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Visual Object TrackingonTrackingNet
Accuracy· 2019-11-28
81.2
best: 87.9 (MCITrack-L384)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Visual Object TrackingonTrackingNet
Normalized Precision· 2019-11-28
85.4
best: 92.1 (MCITrack-L384)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Visual Object TrackingonTrackingNet
Precision· 2019-11-28
80
best: 89.2 (MCITrack-L384)
SOTA
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (val)
F-measure (Decay)· 2019-11-28
16.2
best: 85.3 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (val)
F-measure (Mean)· 2019-11-28
75
best: 93.4 (Cutie+ (base))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (val)
F-measure (Recall)· 2019-11-28
82.8
best: 94.6 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (val)
J&F· 2019-11-28
70.55
best: 90.7 (SAM2)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (val)
Jaccard (Decay)· 2019-11-28
15.8
best: 32.5 (MuG-W)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (val)
Jaccard (Mean)· 2019-11-28
66.1
best: 87.5 (Cutie+ (base))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (val)
Jaccard (Recall)· 2019-11-28
74.8
best: 91.4 (ISVOS (MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2016
F-measure (Decay)· 2019-11-28
4
best: 27.2 (OFL)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2016
F-measure (Mean)· 2019-11-28
80.4
best: 94.7 (SwinB-DeAOT-L)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2016
F-measure (Recall)· 2019-11-28
87.6
best: 97.1 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2016
J&F· 2019-11-28
78.6
best: 93.4 (ISVOS (BL30K, MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2016
Jaccard (Decay)· 2019-11-28
2.2
best: 28.9 (BVS)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2016
Jaccard (Mean)· 2019-11-28
76.8
best: 92.5 (ISVOS (BL30K, MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2016
Jaccard (Recall)· 2019-11-28
86.4
best: 98.1 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (test-dev)
F-measure (Decay)· 2019-11-28
20.2
best: 37.2 (RGMP)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (test-dev)
F-measure (Mean)· 2019-11-28
58.6
best: 91.4 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (test-dev)
F-measure (Recall)· 2019-11-28
62.3
best: 89.7 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (test-dev)
J&F· 2019-11-28
53.3
best: 88.1 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (test-dev)
Jaccard (Decay)· 2019-11-28
21.8
best: 35.7 (RVOS)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (test-dev)
Jaccard (Mean)· 2019-11-28
48
best: 84.7 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
VideoonDAVIS 2017 (test-dev)
Jaccard (Recall)· 2019-11-28
53.9
best: 85.5 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Object TrackingonGOT-10k
Success Rate 0.5· 2019-11-28
72.8
best: 92.2 (SAMURAI-L)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (val)
F-measure (Decay)· 2019-11-28
16.2
best: 85.3 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (val)
F-measure (Mean)· 2019-11-28
75
best: 93.4 (Cutie+ (base))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (val)
F-measure (Recall)· 2019-11-28
82.8
best: 94.6 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (val)
J&F· 2019-11-28
70.55
best: 90.7 (SAM2)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Decay)· 2019-11-28
15.8
best: 32.5 (MuG-W)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Mean)· 2019-11-28
66.1
best: 87.5 (Cutie+ (base))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Recall)· 2019-11-28
74.8
best: 91.4 (ISVOS (MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2016
F-measure (Decay)· 2019-11-28
4
best: 27.2 (OFL)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2016
F-measure (Mean)· 2019-11-28
80.4
best: 94.7 (SwinB-DeAOT-L)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2016
F-measure (Recall)· 2019-11-28
87.6
best: 97.1 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2016
J&F· 2019-11-28
78.6
best: 93.4 (ISVOS (BL30K, MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2016
Jaccard (Decay)· 2019-11-28
2.2
best: 28.9 (BVS)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2016
Jaccard (Mean)· 2019-11-28
76.8
best: 92.5 (ISVOS (BL30K, MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2016
Jaccard (Recall)· 2019-11-28
86.4
best: 98.1 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Decay)· 2019-11-28
20.2
best: 37.2 (RGMP)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Mean)· 2019-11-28
58.6
best: 91.4 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Recall)· 2019-11-28
62.3
best: 89.7 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (test-dev)
J&F· 2019-11-28
53.3
best: 88.1 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Decay)· 2019-11-28
21.8
best: 35.7 (RVOS)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Mean)· 2019-11-28
48
best: 84.7 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Recall)· 2019-11-28
53.9
best: 85.5 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
F-measure (Decay)· 2019-11-28
16.2
best: 85.3 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
F-measure (Mean)· 2019-11-28
75
best: 93.4 (Cutie+ (base))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
F-measure (Recall)· 2019-11-28
82.8
best: 94.6 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
J&F· 2019-11-28
70.55
best: 90.7 (SAM2)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Decay)· 2019-11-28
15.8
best: 32.5 (MuG-W)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Mean)· 2019-11-28
66.1
best: 87.5 (Cutie+ (base))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
Jaccard (Recall)· 2019-11-28
74.8
best: 91.4 (ISVOS (MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2016
F-measure (Decay)· 2019-11-28
4
best: 27.2 (OFL)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2016
F-measure (Mean)· 2019-11-28
80.4
best: 94.7 (SwinB-DeAOT-L)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2016
F-measure (Recall)· 2019-11-28
87.6
best: 97.1 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2016
J&F· 2019-11-28
78.6
best: 93.4 (ISVOS (BL30K, MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2016
Jaccard (Decay)· 2019-11-28
2.2
best: 28.9 (BVS)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2016
Jaccard (Mean)· 2019-11-28
76.8
best: 92.5 (ISVOS (BL30K, MS))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2016
Jaccard (Recall)· 2019-11-28
86.4
best: 98.1 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Decay)· 2019-11-28
20.2
best: 37.2 (RGMP)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Mean)· 2019-11-28
58.6
best: 91.4 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
F-measure (Recall)· 2019-11-28
62.3
best: 89.7 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
J&F· 2019-11-28
53.3
best: 88.1 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Decay)· 2019-11-28
21.8
best: 35.7 (RVOS)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Mean)· 2019-11-28
48
best: 84.7 (Cutie+ (base, MEGA))
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
Jaccard (Recall)· 2019-11-28
53.9
best: 85.5 (STCN)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836
Visual Object TrackingonGOT-10k
Success Rate 0.5· 2019-11-28
72.8
best: 92.2 (SAMURAI-L)
Siam R-CNN: Visual Tracking by Re-Detection arXiv:1911.12836