A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense41”

This page shows the benchmarks results for the dataset instance “house-dense41”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3755.85.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3755.85 -3756.53 yes 100.00%
dd-ls3 -3755.85 -3756.73 yes 100.00%
dd-ls4 -3755.85 -3792.39 yes 100.00%
fgmd inf -inf no
fm-bca -3755.85 -3760.48 yes 100.00%
fm -3755.85 -4076.23 yes 100.00%
fw -3755.85 -inf yes 100.00%
ga 3888.54 -inf no 6.67%
hbp -3755.85 -3786.24 yes 100.00%
ipfps 3984.85 -inf no 6.67%
ipfpu 3940.35 -inf no 10.00%
lsm inf -inf no
mp -3755.85 -3762.12 yes 100.00%
mp-fw -3755.85 -3846.56 yes 100.00%
mpm 2929.13 -inf no 46.67%
mp-mcf -3491.11 -3828.11 no 86.67%
pm 3638.47 -inf no 13.33%
rrwm 3227.95 -inf no 10.00%
sm 4094.88 -inf no 6.67%
smac 2693.13 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3755.85 -3756.53 yes 100.00%
dd-ls3 -3755.85 -3756.32 yes 100.00%
dd-ls4 -3755.85 -3757.28 yes 100.00%
fgmd inf -inf no
fm-bca -3755.85 -3755.85 yes 100.00%
fm -3755.85 -4076.23 yes 100.00%
fw -3755.85 -inf yes 100.00%
ga 3888.54 -inf no 6.67%
hbp -3755.85 -3786.24 yes 100.00%
ipfps 3984.85 -inf no 6.67%
ipfpu 3940.35 -inf no 10.00%
lsm 2895.12 -inf no 13.33%
mp -3755.85 -3755.85 yes 100.00%
mp-fw -3755.85 -3755.85 yes 100.00%
mpm 2929.13 -inf no 46.67%
mp-mcf -3755.85 -3755.85 yes 100.00%
pm 3638.47 -inf no 13.33%
rrwm 3227.95 -inf no 10.00%
sm 4094.88 -inf no 6.67%
smac 2693.13 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3755.85 -3756.53 yes 100.00%
dd-ls3 -3755.85 -3756.32 yes 100.00%
dd-ls4 -3755.85 -3757.28 yes 100.00%
fgmd -2971.83 -inf no 66.67%
fm-bca -3755.85 -3755.85 yes 100.00%
fm -3755.85 -4076.23 yes 100.00%
fw -3755.85 -inf yes 100.00%
ga 3888.54 -inf no 6.67%
hbp -3755.85 -3786.24 yes 100.00%
ipfps 3984.85 -inf no 6.67%
ipfpu 3940.35 -inf no 10.00%
lsm 2895.12 -inf no 13.33%
mp -3755.85 -3755.85 yes 100.00%
mp-fw -3755.85 -3755.85 yes 100.00%
mpm 2929.13 -inf no 46.67%
mp-mcf -3755.85 -3755.85 yes 100.00%
pm 3638.47 -inf no 13.33%
rrwm 3227.95 -inf no 10.00%
sm 4094.88 -inf no 6.67%
smac 2693.13 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3755.85 -3756.53 yes 100.00%
dd-ls3 -3755.85 -3756.32 yes 100.00%
dd-ls4 -3755.85 -3757.28 yes 100.00%
fgmd -2971.83 -inf no 66.67%
fm-bca -3755.85 -3755.85 yes 100.00%
fm -3755.85 -4076.23 yes 100.00%
fw -3755.85 -inf yes 100.00%
ga 3888.54 -inf no 6.67%
hbp -3755.85 -3786.24 yes 100.00%
ipfps 3984.85 -inf no 6.67%
ipfpu 3940.35 -inf no 10.00%
lsm 2895.12 -inf no 13.33%
mp -3755.85 -3755.85 yes 100.00%
mp-fw -3755.85 -3755.85 yes 100.00%
mpm 2929.13 -inf no 46.67%
mp-mcf -3755.85 -3755.85 yes 100.00%
pm 3638.47 -inf no 13.33%
rrwm 3227.95 -inf no 10.00%
sm 4094.88 -inf no 6.67%
smac 2693.13 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: