A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense7”

This page shows the benchmarks results for the dataset instance “house-dense7”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3837.08.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3837.08 -3837.34 yes 100.00%
dd-ls3 -3837.08 -3837.1 yes 100.00%
dd-ls4 -3837.08 -3837.66 yes 100.00%
fgmd inf -inf no
fm-bca -3837.08 -3837.08 yes 100.00%
fm -3837.08 -4097.21 yes 100.00%
fw -3837.08 -inf yes 100.00%
ga 3268.45 -inf no 10.00%
hbp -3837.08 -3854.21 yes 100.00%
ipfps 3256.37 -inf no 10.00%
ipfpu 3256.37 -inf no 10.00%
lsm inf -inf no
mp -3837.08 -3837.08 yes 100.00%
mp-fw -3837.08 -3838.44 yes 100.00%
mpm 1414.95 -inf no 50.00%
mp-mcf -3837.08 -3837.08 yes 100.00%
pm 3146.54 -inf no 13.33%
rrwm 2471.16 -inf no 13.33%
sm 3402.13 -inf no 6.67%
smac 2447.38 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3837.08 -3837.34 yes 100.00%
dd-ls3 -3837.08 -3837.1 yes 100.00%
dd-ls4 -3837.08 -3837.14 yes 100.00%
fgmd inf -inf no
fm-bca -3837.08 -3837.08 yes 100.00%
fm -3837.08 -4097.21 yes 100.00%
fw -3837.08 -inf yes 100.00%
ga 3268.45 -inf no 10.00%
hbp -3837.08 -3854.21 yes 100.00%
ipfps 3256.37 -inf no 10.00%
ipfpu 3256.37 -inf no 10.00%
lsm 2340.82 -inf no 16.67%
mp -3837.08 -3837.08 yes 100.00%
mp-fw -3837.08 -3837.08 yes 100.00%
mpm 1414.95 -inf no 50.00%
mp-mcf -3837.08 -3837.08 yes 100.00%
pm 3146.54 -inf no 13.33%
rrwm 2471.16 -inf no 13.33%
sm 3402.13 -inf no 6.67%
smac 2447.38 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3837.08 -3837.34 yes 100.00%
dd-ls3 -3837.08 -3837.1 yes 100.00%
dd-ls4 -3837.08 -3837.14 yes 100.00%
fgmd -3837.08 -inf yes 100.00%
fm-bca -3837.08 -3837.08 yes 100.00%
fm -3837.08 -4097.21 yes 100.00%
fw -3837.08 -inf yes 100.00%
ga 3268.45 -inf no 10.00%
hbp -3837.08 -3854.21 yes 100.00%
ipfps 3256.37 -inf no 10.00%
ipfpu 3256.37 -inf no 10.00%
lsm 2340.82 -inf no 16.67%
mp -3837.08 -3837.08 yes 100.00%
mp-fw -3837.08 -3837.08 yes 100.00%
mpm 1414.95 -inf no 50.00%
mp-mcf -3837.08 -3837.08 yes 100.00%
pm 3146.54 -inf no 13.33%
rrwm 2471.16 -inf no 13.33%
sm 3402.13 -inf no 6.67%
smac 2447.38 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3837.08 -3837.34 yes 100.00%
dd-ls3 -3837.08 -3837.1 yes 100.00%
dd-ls4 -3837.08 -3837.14 yes 100.00%
fgmd -3837.08 -inf yes 100.00%
fm-bca -3837.08 -3837.08 yes 100.00%
fm -3837.08 -4097.21 yes 100.00%
fw -3837.08 -inf yes 100.00%
ga 3268.45 -inf no 10.00%
hbp -3837.08 -3854.21 yes 100.00%
ipfps 3256.37 -inf no 10.00%
ipfpu 3256.37 -inf no 10.00%
lsm 2340.82 -inf no 16.67%
mp -3837.08 -3837.08 yes 100.00%
mp-fw -3837.08 -3837.08 yes 100.00%
mpm 1414.95 -inf no 50.00%
mp-mcf -3837.08 -3837.08 yes 100.00%
pm 3146.54 -inf no 13.33%
rrwm 2471.16 -inf no 13.33%
sm 3402.13 -inf no 6.67%
smac 2447.38 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: