A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense51”

This page shows the benchmarks results for the dataset instance “house-dense51”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3797.97.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3797.97 -3798.6 yes 100.00%
dd-ls3 -3797.97 -3798.06 yes 100.00%
dd-ls4 -3797.97 -3812.21 yes 100.00%
fgmd inf -inf no
fm-bca -3797.97 -3797.97 yes 100.00%
fm -3797.97 -4078 yes 100.00%
fw -3797.97 -inf yes 100.00%
ga 3351.98 -inf no 6.67%
hbp -3797.97 -3823.89 yes 100.00%
ipfps 3883.83 -inf no 3.33%
ipfpu 3838.56 -inf no 6.67%
lsm inf -inf no
mp -3797.97 -3803.57 yes 100.00%
mp-fw -3797.97 -3872.88 yes 100.00%
mpm 2558.34 -inf no 46.67%
mp-mcf -3535.33 -3866.9 no 86.67%
pm 3213.15 -inf no 13.33%
rrwm 2893.01 -inf no 10.00%
sm 3661.12 -inf no 6.67%
smac 2059.82 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3797.97 -3798.6 yes 100.00%
dd-ls3 -3797.97 -3798.06 yes 100.00%
dd-ls4 -3797.97 -3798 yes 100.00%
fgmd inf -inf no
fm-bca -3797.97 -3797.97 yes 100.00%
fm -3797.97 -4078 yes 100.00%
fw -3797.97 -inf yes 100.00%
ga 3351.98 -inf no 6.67%
hbp -3797.97 -3823.89 yes 100.00%
ipfps 3883.83 -inf no 3.33%
ipfpu 3838.56 -inf no 6.67%
lsm 2095.58 -inf no 20.00%
mp -3797.97 -3797.97 yes 100.00%
mp-fw -3797.97 -3797.97 yes 100.00%
mpm 2558.34 -inf no 46.67%
mp-mcf -3797.97 -3797.97 yes 100.00%
pm 3213.15 -inf no 13.33%
rrwm 2893.01 -inf no 10.00%
sm 3661.12 -inf no 6.67%
smac 2059.82 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3797.97 -3798.6 yes 100.00%
dd-ls3 -3797.97 -3798.06 yes 100.00%
dd-ls4 -3797.97 -3798 yes 100.00%
fgmd -3797.97 -inf yes 100.00%
fm-bca -3797.97 -3797.97 yes 100.00%
fm -3797.97 -4078 yes 100.00%
fw -3797.97 -inf yes 100.00%
ga 3351.98 -inf no 6.67%
hbp -3797.97 -3823.89 yes 100.00%
ipfps 3883.83 -inf no 3.33%
ipfpu 3838.56 -inf no 6.67%
lsm 2095.58 -inf no 20.00%
mp -3797.97 -3797.97 yes 100.00%
mp-fw -3797.97 -3797.97 yes 100.00%
mpm 2558.34 -inf no 46.67%
mp-mcf -3797.97 -3797.97 yes 100.00%
pm 3213.15 -inf no 13.33%
rrwm 2893.01 -inf no 10.00%
sm 3661.12 -inf no 6.67%
smac 2059.82 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3797.97 -3798.6 yes 100.00%
dd-ls3 -3797.97 -3798.06 yes 100.00%
dd-ls4 -3797.97 -3798 yes 100.00%
fgmd -3797.97 -inf yes 100.00%
fm-bca -3797.97 -3797.97 yes 100.00%
fm -3797.97 -4078 yes 100.00%
fw -3797.97 -inf yes 100.00%
ga 3351.98 -inf no 6.67%
hbp -3797.97 -3823.89 yes 100.00%
ipfps 3883.83 -inf no 3.33%
ipfpu 3838.56 -inf no 6.67%
lsm 2095.58 -inf no 20.00%
mp -3797.97 -3797.97 yes 100.00%
mp-fw -3797.97 -3797.97 yes 100.00%
mpm 2558.34 -inf no 46.67%
mp-mcf -3797.97 -3797.97 yes 100.00%
pm 3213.15 -inf no 13.33%
rrwm 2893.01 -inf no 10.00%
sm 3661.12 -inf no 6.67%
smac 2059.82 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: