XMem (BLK30K, MS)

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision6 results

VideoonDAVIS 2017 (val)
F-measure· 2022-07-14
92.6
SOTA
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model arXiv:2207.07115
VideoonDAVIS 2017 (val)
Jaccard· 2022-07-14
86.3
SOTA
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model arXiv:2207.07115
VideoonDAVIS 2017 (val)
Mean Jaccard & F-Measure· 2022-07-14
89.5
SOTA
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model arXiv:2207.07115
Video Object SegmentationonDAVIS 2017 (val)
F-measure· 2022-07-14
92.6
SOTA
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model arXiv:2207.07115
Video Object SegmentationonDAVIS 2017 (val)
Jaccard· 2022-07-14
86.3
SOTA
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model arXiv:2207.07115
Video Object SegmentationonDAVIS 2017 (val)
Mean Jaccard & F-Measure· 2022-07-14
89.5
SOTA
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model arXiv:2207.07115