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Models/PML

PML

Reported on 27 benchmarks across 5 tasks · 1 paper

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

Computer Vision21 results

VideoonDAVIS 2016
F-measure (Decay)· 2018-04-09
7.8
best: 27.2 (OFL)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
VideoonDAVIS 2016
F-measure (Mean)· 2018-04-09
79.3
best: 94.7 (SwinB-DeAOT-L)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
VideoonDAVIS 2016
F-measure (Recall)· 2018-04-09
93.4
best: 97.1 (STCN)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
VideoonDAVIS 2016
J&F· 2018-04-09
77.4
best: 93.4 (ISVOS (BL30K, MS))
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
VideoonDAVIS 2016
Jaccard (Decay)· 2018-04-09
8.5
best: 28.9 (BVS)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
VideoonDAVIS 2016
Jaccard (Mean)· 2018-04-09
75.5
best: 92.5 (ISVOS (BL30K, MS))
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
VideoonDAVIS 2016
Jaccard (Recall)· 2018-04-09
89.6
best: 98.1 (STCN)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Video Object SegmentationonDAVIS 2016
F-measure (Decay)· 2018-04-09
7.8
best: 27.2 (OFL)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Video Object SegmentationonDAVIS 2016
F-measure (Mean)· 2018-04-09
79.3
best: 94.7 (SwinB-DeAOT-L)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Video Object SegmentationonDAVIS 2016
F-measure (Recall)· 2018-04-09
93.4
best: 97.1 (STCN)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Video Object SegmentationonDAVIS 2016
J&F· 2018-04-09
77.4
best: 93.4 (ISVOS (BL30K, MS))
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Video Object SegmentationonDAVIS 2016
Jaccard (Decay)· 2018-04-09
8.5
best: 28.9 (BVS)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Video Object SegmentationonDAVIS 2016
Jaccard (Mean)· 2018-04-09
75.5
best: 92.5 (ISVOS (BL30K, MS))
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Video Object SegmentationonDAVIS 2016
Jaccard (Recall)· 2018-04-09
89.6
best: 98.1 (STCN)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Semi-Supervised Video Object SegmentationonDAVIS 2016
F-measure (Decay)· 2018-04-09
7.8
best: 27.2 (OFL)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Semi-Supervised Video Object SegmentationonDAVIS 2016
F-measure (Mean)· 2018-04-09
79.3
best: 94.7 (SwinB-DeAOT-L)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Semi-Supervised Video Object SegmentationonDAVIS 2016
F-measure (Recall)· 2018-04-09
93.4
best: 97.1 (STCN)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Semi-Supervised Video Object SegmentationonDAVIS 2016
J&F· 2018-04-09
77.4
best: 93.4 (ISVOS (BL30K, MS))
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Semi-Supervised Video Object SegmentationonDAVIS 2016
Jaccard (Decay)· 2018-04-09
8.5
best: 28.9 (BVS)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Semi-Supervised Video Object SegmentationonDAVIS 2016
Jaccard (Mean)· 2018-04-09
75.5
best: 92.5 (ISVOS (BL30K, MS))
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131
Semi-Supervised Video Object SegmentationonDAVIS 2016
Jaccard (Recall)· 2018-04-09
89.6
best: 98.1 (STCN)
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning arXiv:1804.03131

Methodology3 results

Domain AdaptationonVeri-776 to VehicleID Large
R-1
41.73
best: 48.62 (CORE-ReID V2)
Domain AdaptationonVeri-776 to VehicleID Large
R-5
60.94
best: 68.3 (CORE-ReID V2)
Domain AdaptationonVeri-776 to VehicleID Large
mAP
46
best: 57.99 (CORE-ReID V2)

Other3 results

Unsupervised Domain AdaptationonVeri-776 to VehicleID Large
R-1
41.73
best: 48.62 (CORE-ReID V2)
Unsupervised Domain AdaptationonVeri-776 to VehicleID Large
R-5
60.94
best: 68.3 (CORE-ReID V2)
Unsupervised Domain AdaptationonVeri-776 to VehicleID Large
mAP
46
best: 57.99 (CORE-ReID V2)