A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense2”

This page shows the benchmarks results for the dataset instance “house-dense2”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3808.48.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3808.48 -3811.11 yes 100.00%
dd-ls3 -3808.48 -3808.7 yes 100.00%
dd-ls4 -3808.48 -3812.67 yes 100.00%
fgmd inf -inf no
fm-bca -3808.48 -3808.48 yes 100.00%
fm -3808.48 -4091.08 yes 100.00%
fw -3808.48 -inf yes 100.00%
ga 3582.82 -inf no 10.00%
hbp -3808.48 -3824.35 yes 100.00%
ipfps 3543.34 -inf no 10.00%
ipfpu 3543.34 -inf no 10.00%
lsm inf -inf no
mp -3808.48 -3808.48 yes 100.00%
mp-fw -3808.48 -3819.21 yes 100.00%
mpm 1235.98 -inf no 46.67%
mp-mcf -3808.48 -3808.48 yes 100.00%
pm 3394.23 -inf no 23.33%
rrwm 2958.74 -inf no 10.00%
sm 3628.56 -inf no 10.00%
smac 3887.01 -inf no 26.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3808.48 -3811.11 yes 100.00%
dd-ls3 -3808.48 -3808.7 yes 100.00%
dd-ls4 -3808.48 -3809.84 yes 100.00%
fgmd inf -inf no
fm-bca -3808.48 -3808.48 yes 100.00%
fm -3808.48 -4091.08 yes 100.00%
fw -3808.48 -inf yes 100.00%
ga 3582.82 -inf no 10.00%
hbp -3808.48 -3824.35 yes 100.00%
ipfps 3543.34 -inf no 10.00%
ipfpu 3543.34 -inf no 10.00%
lsm 3660.29 -inf no 13.33%
mp -3808.48 -3808.48 yes 100.00%
mp-fw -3808.48 -3808.48 yes 100.00%
mpm 1235.98 -inf no 46.67%
mp-mcf -3808.48 -3808.48 yes 100.00%
pm 3394.23 -inf no 23.33%
rrwm 2958.74 -inf no 10.00%
sm 3628.56 -inf no 10.00%
smac 3887.01 -inf no 26.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3808.48 -3811.11 yes 100.00%
dd-ls3 -3808.48 -3808.7 yes 100.00%
dd-ls4 -3808.48 -3809.84 yes 100.00%
fgmd -3808.48 -inf yes 100.00%
fm-bca -3808.48 -3808.48 yes 100.00%
fm -3808.48 -4091.08 yes 100.00%
fw -3808.48 -inf yes 100.00%
ga 3582.82 -inf no 10.00%
hbp -3808.48 -3824.35 yes 100.00%
ipfps 3543.34 -inf no 10.00%
ipfpu 3543.34 -inf no 10.00%
lsm 3660.29 -inf no 13.33%
mp -3808.48 -3808.48 yes 100.00%
mp-fw -3808.48 -3808.48 yes 100.00%
mpm 1235.98 -inf no 46.67%
mp-mcf -3808.48 -3808.48 yes 100.00%
pm 3394.23 -inf no 23.33%
rrwm 2958.74 -inf no 10.00%
sm 3628.56 -inf no 10.00%
smac 3887.01 -inf no 26.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3808.48 -3811.11 yes 100.00%
dd-ls3 -3808.48 -3808.7 yes 100.00%
dd-ls4 -3808.48 -3809.84 yes 100.00%
fgmd -3808.48 -inf yes 100.00%
fm-bca -3808.48 -3808.48 yes 100.00%
fm -3808.48 -4091.08 yes 100.00%
fw -3808.48 -inf yes 100.00%
ga 3582.82 -inf no 10.00%
hbp -3808.48 -3824.35 yes 100.00%
ipfps 3543.34 -inf no 10.00%
ipfpu 3543.34 -inf no 10.00%
lsm 3660.29 -inf no 13.33%
mp -3808.48 -3808.48 yes 100.00%
mp-fw -3808.48 -3808.48 yes 100.00%
mpm 1235.98 -inf no 46.67%
mp-mcf -3808.48 -3808.48 yes 100.00%
pm 3394.23 -inf no 23.33%
rrwm 2958.74 -inf no 10.00%
sm 3628.56 -inf no 10.00%
smac 3887.01 -inf no 26.67%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: