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Benchmarks
Weakly supervised semantic segmentation on VOC 2012 (val)
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70
mIoU
PMM
40.88
48.44
56
63.56
Apr 3, 2018
Oct 27, 2018
May 23, 2019
Dec 16, 2019
Jul 11, 2020
Feb 3, 2021
Aug 30, 2021
mIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
PMM
Extra Info=None, Backb...
2021.08
70
LIID
Extra Info=Segment-bas...
2021.08
69.4
PMM
Extra Info=None, Backb...
2021.08
68.5
Li et al.
Extra Info=External sa...
2021.08
68.2
ICD
Extra Info=External sa...
2021.08
67.8
SGAN
Extra Info=External sa...
2021.08
67.1
PMM
Extra Info=None, Backb...
2021.08
67.1
LIID
Extra Info=Segment-bas...
2021.08
66.5
SDI
Extra Info=D+BSDS, Bac...
2021.08
65.7
OAA+
Extra Info=External sa...
2021.08
65.2
FickleNet
Extra Info=External sa...
2021.08
64.9
BoxSup
Extra Info=Supervision...
2021.08
62
DSRG
Extra Info=MSRA-B, Bac...
2021.08
61.4
PRM
Comments=Object segmen...
2018.04
53.4
Combining
Comments=CRF as RNN, N...
2018.04
52.8
Check mask
Comments=CRF & Human i...
2018.04
51.5
SEC
Comments=CRF as bounda...
2018.04
50.7
WILDCAT
Comments=CRF post-proc...
2018.04
43.7
MIL+ILP+SP-seg
Comments=Object segmen...
2018.04
42
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