A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense48”

This page shows the benchmarks results for the dataset instance “house-dense48”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3759.21.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3759.21 -3759.39 yes 100.00%
dd-ls3 -3759.21 -3759.34 yes 100.00%
dd-ls4 -3573.51 -3778.64 no 93.33%
fgmd inf -inf no
fm-bca -3759.21 -3764.67 yes 100.00%
fm -3759.21 -4078.68 yes 100.00%
fw -3759.21 -inf yes 100.00%
ga 3021.05 -inf no 6.67%
hbp inf -inf no
ipfps 3088.5 -inf no 6.67%
ipfpu 3088.5 -inf no 6.67%
lsm inf -inf no
mp -3759.21 -3762.93 yes 100.00%
mp-fw -3759.21 -3825.73 yes 100.00%
mpm 1560.9 -inf no 50.00%
mp-mcf -3481.52 -3812.87 no 86.67%
pm 2986.65 -inf no 20.00%
rrwm 2512 -inf no 10.00%
sm 3659.91 -inf no 6.67%
smac 1645.81 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3759.21 -3759.39 yes 100.00%
dd-ls3 -3759.21 -3759.34 yes 100.00%
dd-ls4 -3759.21 -3759.41 yes 100.00%
fgmd inf -inf no
fm-bca -3759.21 -3759.21 yes 100.00%
fm -3759.21 -4078.68 yes 100.00%
fw -3759.21 -inf yes 100.00%
ga 3021.05 -inf no 6.67%
hbp -3759.21 -3797.47 yes 100.00%
ipfps 3088.5 -inf no 6.67%
ipfpu 3088.5 -inf no 6.67%
lsm 3942.32 -inf no 13.33%
mp -3759.21 -3759.21 yes 100.00%
mp-fw -3759.21 -3774.42 yes 100.00%
mpm 1560.9 -inf no 50.00%
mp-mcf -3759.21 -3773.47 yes 100.00%
pm 2986.65 -inf no 20.00%
rrwm 2512 -inf no 10.00%
sm 3659.91 -inf no 6.67%
smac 1645.81 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3759.21 -3759.39 yes 100.00%
dd-ls3 -3759.21 -3759.34 yes 100.00%
dd-ls4 -3759.21 -3759.41 yes 100.00%
fgmd -3759.21 -inf yes 100.00%
fm-bca -3759.21 -3759.21 yes 100.00%
fm -3759.21 -4078.68 yes 100.00%
fw -3759.21 -inf yes 100.00%
ga 3021.05 -inf no 6.67%
hbp -3759.21 -3797.47 yes 100.00%
ipfps 3088.5 -inf no 6.67%
ipfpu 3088.5 -inf no 6.67%
lsm 3942.32 -inf no 13.33%
mp -3759.21 -3759.21 yes 100.00%
mp-fw -3759.21 -3763.36 yes 100.00%
mpm 1560.9 -inf no 50.00%
mp-mcf -3759.21 -3762.73 yes 100.00%
pm 2986.65 -inf no 20.00%
rrwm 2512 -inf no 10.00%
sm 3659.91 -inf no 6.67%
smac 1645.81 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3759.21 -3759.39 yes 100.00%
dd-ls3 -3759.21 -3759.34 yes 100.00%
dd-ls4 -3759.21 -3759.41 yes 100.00%
fgmd -3759.21 -inf yes 100.00%
fm-bca -3759.21 -3759.21 yes 100.00%
fm -3759.21 -4078.68 yes 100.00%
fw -3759.21 -inf yes 100.00%
ga 3021.05 -inf no 6.67%
hbp -3759.21 -3797.47 yes 100.00%
ipfps 3088.5 -inf no 6.67%
ipfpu 3088.5 -inf no 6.67%
lsm 3942.32 -inf no 13.33%
mp -3759.21 -3759.21 yes 100.00%
mp-fw -3759.21 -3759.21 yes 100.00%
mpm 1560.9 -inf no 50.00%
mp-mcf -3759.21 -3759.21 yes 100.00%
pm 2986.65 -inf no 20.00%
rrwm 2512 -inf no 10.00%
sm 3659.91 -inf no 6.67%
smac 1645.81 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: