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DAVIS 2017 (val)
Video on DAVIS 2017 (val)
Metric: Mean Jaccard & F-Measure (higher is better)
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#
Model
↕
Mean Jaccard & F-Measure
▼
Extra Data
Paper
Date
↕
Code
1
XMem (BLK30K, MS)
89.5
No
XMem: Long-Term Video Object Segmentation with a...
2022-07-14
Code
2
XMem
86.2
No
XMem: Long-Term Video Object Segmentation with a...
2022-07-14
Code
3
BATMAN
86.2
No
BATMAN: Bilateral Attention Transformer in Motio...
2022-08-01
-
4
STCN
85.4
No
BATMAN: Bilateral Attention Transformer in Motio...
2022-08-01
-
5
AOT
84.9
No
BATMAN: Bilateral Attention Transformer in Motio...
2022-08-01
-
6
TransVOS
83.9
No
BATMAN: Bilateral Attention Transformer in Motio...
2022-08-01
-
7
RPCMVOS
83.7
No
Reliable Propagation-Correction Modulation for V...
2021-12-06
Code
8
RMN
83.5
No
BATMAN: Bilateral Attention Transformer in Motio...
2022-08-01
-
9
CFBI+
82.9
No
Collaborative Video Object Segmentation by Multi...
2020-10-13
Code
10
KMN
82.8
No
Kernelized Memory Network for Video Object Segme...
2020-07-16
-
11
SST
82.5
No
BATMAN: Bilateral Attention Transformer in Motio...
2022-08-01
-
12
CFBI
81.9
No
Collaborative Video Object Segmentation by Foreg...
2020-03-18
Code
13
LWL
81.6
No
BATMAN: Bilateral Attention Transformer in Motio...
2022-08-01
-
14
UniVS(Swin-L)
76.2
Yes
UniVS: Unified and Universal Video Segmentation ...
2024-02-28
Code
15
AFB-URR
74.6
No
Video Object Segmentation with Adaptive Feature ...
2020-10-15
Code