A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense13”

This page shows the benchmarks results for the dataset instance “house-dense13”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3808.14.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3808.14 -3809.17 yes 100.00%
dd-ls3 -3808.14 -3808.16 yes 100.00%
dd-ls4 -3808.14 -3824 yes 100.00%
fgmd inf -inf no
fm-bca -3808.14 -3808.14 yes 100.00%
fm -3808.14 -4086 yes 100.00%
fw -3808.14 -inf yes 100.00%
ga 3983.04 -inf no 3.33%
hbp -3808.14 -3830 yes 100.00%
ipfps 3983.04 -inf no 3.33%
ipfpu 3983.04 -inf no 3.33%
lsm inf -inf no
mp -3808.14 -3808.14 yes 100.00%
mp-fw -3808.14 -3833.16 yes 100.00%
mpm 207.413 -inf no 66.67%
mp-mcf -3524.63 -3828.64 no 86.67%
pm 2963.65 -inf no 30.00%
rrwm 3084.86 -inf no 10.00%
sm 3761.42 -inf no 3.33%
smac 4251.98 -inf no 16.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3808.14 -3809.17 yes 100.00%
dd-ls3 -3808.14 -3808.16 yes 100.00%
dd-ls4 -3808.14 -3808.26 yes 100.00%
fgmd inf -inf no
fm-bca -3808.14 -3808.14 yes 100.00%
fm -3808.14 -4086 yes 100.00%
fw -3808.14 -inf yes 100.00%
ga 3983.04 -inf no 3.33%
hbp -3808.14 -3830 yes 100.00%
ipfps 3983.04 -inf no 3.33%
ipfpu 3983.04 -inf no 3.33%
lsm 3628.33 -inf no 13.33%
mp -3808.14 -3808.14 yes 100.00%
mp-fw -3808.14 -3808.14 yes 100.00%
mpm 207.413 -inf no 66.67%
mp-mcf -3808.14 -3808.14 yes 100.00%
pm 2963.65 -inf no 30.00%
rrwm 3084.86 -inf no 10.00%
sm 3761.42 -inf no 3.33%
smac 4251.98 -inf no 16.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3808.14 -3809.17 yes 100.00%
dd-ls3 -3808.14 -3808.16 yes 100.00%
dd-ls4 -3808.14 -3808.26 yes 100.00%
fgmd -3808.14 -inf yes 100.00%
fm-bca -3808.14 -3808.14 yes 100.00%
fm -3808.14 -4086 yes 100.00%
fw -3808.14 -inf yes 100.00%
ga 3983.04 -inf no 3.33%
hbp -3808.14 -3830 yes 100.00%
ipfps 3983.04 -inf no 3.33%
ipfpu 3983.04 -inf no 3.33%
lsm 3628.33 -inf no 13.33%
mp -3808.14 -3808.14 yes 100.00%
mp-fw -3808.14 -3808.14 yes 100.00%
mpm 207.413 -inf no 66.67%
mp-mcf -3808.14 -3808.14 yes 100.00%
pm 2963.65 -inf no 30.00%
rrwm 3084.86 -inf no 10.00%
sm 3761.42 -inf no 3.33%
smac 4251.98 -inf no 16.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3808.14 -3809.17 yes 100.00%
dd-ls3 -3808.14 -3808.16 yes 100.00%
dd-ls4 -3808.14 -3808.26 yes 100.00%
fgmd -3808.14 -inf yes 100.00%
fm-bca -3808.14 -3808.14 yes 100.00%
fm -3808.14 -4086 yes 100.00%
fw -3808.14 -inf yes 100.00%
ga 3983.04 -inf no 3.33%
hbp -3808.14 -3830 yes 100.00%
ipfps 3983.04 -inf no 3.33%
ipfpu 3983.04 -inf no 3.33%
lsm 3628.33 -inf no 13.33%
mp -3808.14 -3808.14 yes 100.00%
mp-fw -3808.14 -3808.14 yes 100.00%
mpm 207.413 -inf no 66.67%
mp-mcf -3808.14 -3808.14 yes 100.00%
pm 2963.65 -inf no 30.00%
rrwm 3084.86 -inf no 10.00%
sm 3761.42 -inf no 3.33%
smac 4251.98 -inf no 16.67%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: