A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense68”

This page shows the benchmarks results for the dataset instance “house-dense68”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3807.5.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3807.5 -3808.62 yes 100.00%
dd-ls3 -3807.5 -3807.53 yes 100.00%
dd-ls4 -3807.5 -3825.81 yes 100.00%
fgmd inf -inf no
fm-bca -3807.5 -3807.5 yes 100.00%
fm -3807.5 -4087.11 yes 100.00%
fw -3807.5 -inf yes 100.00%
ga 2574.53 -inf no 10.00%
hbp -3807.5 -3836.4 yes 100.00%
ipfps 2968.75 -inf no 6.67%
ipfpu 2968.75 -inf no 6.67%
lsm inf -inf no
mp -3807.5 -3807.5 yes 100.00%
mp-fw -3807.5 -3843.53 yes 100.00%
mpm 1050.99 -inf no 66.67%
mp-mcf -3807.5 -3835.77 yes 100.00%
pm 3007.01 -inf no 20.00%
rrwm 2574.53 -inf no 10.00%
sm 3217.35 -inf no 3.33%
smac 321.411 -inf no 40.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3807.5 -3808.62 yes 100.00%
dd-ls3 -3807.5 -3807.53 yes 100.00%
dd-ls4 -3807.5 -3807.5 yes 100.00%
fgmd inf -inf no
fm-bca -3807.5 -3807.5 yes 100.00%
fm -3807.5 -4087.11 yes 100.00%
fw -3807.5 -inf yes 100.00%
ga 2574.53 -inf no 10.00%
hbp -3807.5 -3836.4 yes 100.00%
ipfps 2968.75 -inf no 6.67%
ipfpu 2968.75 -inf no 6.67%
lsm 3629.73 -inf no 13.33%
mp -3807.5 -3807.5 yes 100.00%
mp-fw -3807.5 -3813.07 yes 100.00%
mpm 1050.99 -inf no 66.67%
mp-mcf -3807.5 -3810.74 yes 100.00%
pm 3007.01 -inf no 20.00%
rrwm 2574.53 -inf no 10.00%
sm 3217.35 -inf no 3.33%
smac 321.411 -inf no 40.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3807.5 -3808.62 yes 100.00%
dd-ls3 -3807.5 -3807.53 yes 100.00%
dd-ls4 -3807.5 -3807.5 yes 100.00%
fgmd -2823.93 -inf no 56.67%
fm-bca -3807.5 -3807.5 yes 100.00%
fm -3807.5 -4087.11 yes 100.00%
fw -3807.5 -inf yes 100.00%
ga 2574.53 -inf no 10.00%
hbp -3807.5 -3836.4 yes 100.00%
ipfps 2968.75 -inf no 6.67%
ipfpu 2968.75 -inf no 6.67%
lsm 3629.73 -inf no 13.33%
mp -3807.5 -3807.5 yes 100.00%
mp-fw -3807.5 -3807.5 yes 100.00%
mpm 1050.99 -inf no 66.67%
mp-mcf -3807.5 -3807.5 yes 100.00%
pm 3007.01 -inf no 20.00%
rrwm 2574.53 -inf no 10.00%
sm 3217.35 -inf no 3.33%
smac 321.411 -inf no 40.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3807.5 -3808.62 yes 100.00%
dd-ls3 -3807.5 -3807.53 yes 100.00%
dd-ls4 -3807.5 -3807.5 yes 100.00%
fgmd -2823.93 -inf no 56.67%
fm-bca -3807.5 -3807.5 yes 100.00%
fm -3807.5 -4087.11 yes 100.00%
fw -3807.5 -inf yes 100.00%
ga 2574.53 -inf no 10.00%
hbp -3807.5 -3836.4 yes 100.00%
ipfps 2968.75 -inf no 6.67%
ipfpu 2968.75 -inf no 6.67%
lsm 3629.73 -inf no 13.33%
mp -3807.5 -3807.5 yes 100.00%
mp-fw -3807.5 -3807.5 yes 100.00%
mpm 1050.99 -inf no 66.67%
mp-mcf -3807.5 -3807.5 yes 100.00%
pm 3007.01 -inf no 20.00%
rrwm 2574.53 -inf no 10.00%
sm 3217.35 -inf no 3.33%
smac 321.411 -inf no 40.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: