OpenCodePapers
video-object-segmentation-on-davis-2017-val
Video Object Segmentation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
Mean Jaccard & F-Measure
↕
F-measure
↕
Jaccard
↕
ModelName
ReleaseDate
↕
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
✓ Link
89.5
92.6
86.3
XMem (BLK30K, MS)
2022-07-14
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
✓ Link
86.2
89.5
82.9
XMem
2022-07-14
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
86.2
89.3
BATMAN
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
85.4
88.6
82.2
STCN
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
84.9
87.5
82.3
AOT
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
83.9
86.4
81.4
TransVOS
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
83.7
81.3
RPCMVOS
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
83.5
86
81
RMN
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
82.9
85.7
80.1
CFBI+
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
82.8
85.6
80
KMN
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
82.5
85.1
79.9
SST
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
81.9
84.5
79.3
CFBI
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
81.6
84.1
79.1
LWL
2022-08-01
UniVS: Unified and Universal Video Segmentation with Prompts as Queries
✓ Link
76.2
79.5
72.8
UniVS(Swin-L)
2024-02-28
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
74.6
76.1
73
AFB-URR
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
86.5
80.5
LCM
2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
84.3
79.2
STM
2022-08-01