A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “hotel27”

This page shows the benchmarks results for the dataset instance “hotel27”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3762.66.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3762.66 -3762.73 yes 100.00%
dd-ls3 -3762.66 -3772.24 yes 100.00%
dd-ls4 -3762.66 -3812.78 yes 100.00%
fgmd inf -inf no
fm-bca -3762.66 -3876.22 yes 100.00%
fm -3762.66 -4198.54 yes 100.00%
fw -3630.52 -inf no 70.00%
ga 1251.89 -inf no 13.33%
hbp inf -inf no
ipfps 1530.47 -inf no 13.33%
ipfpu 1530.47 -inf no 13.33%
lsm inf -inf no
mp -3559.45 -3869.65 no 86.67%
mp-fw -3762.66 -3915.21 yes 100.00%
mpm 1138.58 -inf no 33.33%
mp-mcf -3363.89 -3890.82 no 63.33%
pm 817.737 -inf no 16.67%
rrwm 1097.75 -inf no 13.33%
sm 1415.17 -inf no 13.33%
smac 1578.88 -inf no 16.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3762.66 -3762.73 yes 100.00%
dd-ls3 -3762.66 -3762.82 yes 100.00%
dd-ls4 -3762.66 -3762.68 yes 100.00%
fgmd inf -inf no
fm-bca -3762.66 -3871.41 yes 100.00%
fm -3762.66 -4198.54 yes 100.00%
fw -3630.52 -inf no 70.00%
ga 1251.89 -inf no 13.33%
hbp -3762.66 -3894.3 yes 100.00%
ipfps 1530.47 -inf no 13.33%
ipfpu 1530.47 -inf no 13.33%
lsm 1214.91 -inf no 6.67%
mp -3559.45 -3869.48 no 86.67%
mp-fw -3762.66 -3883.09 yes 100.00%
mpm 1138.58 -inf no 33.33%
mp-mcf -3363.89 -3857.86 no 63.33%
pm 817.737 -inf no 16.67%
rrwm 1097.75 -inf no 13.33%
sm 1415.17 -inf no 13.33%
smac 1578.88 -inf no 16.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3762.66 -3762.73 yes 100.00%
dd-ls3 -3762.66 -3762.82 yes 100.00%
dd-ls4 -3762.66 -3762.68 yes 100.00%
fgmd -3525.7 -inf no 60.00%
fm-bca -3762.66 -3871.41 yes 100.00%
fm -3762.66 -4198.54 yes 100.00%
fw -3630.52 -inf no 70.00%
ga 1251.89 -inf no 13.33%
hbp -3762.66 -3894.3 yes 100.00%
ipfps 1530.47 -inf no 13.33%
ipfpu 1530.47 -inf no 13.33%
lsm 1214.91 -inf no 6.67%
mp -3762.66 -3869.48 yes 100.00%
mp-fw -3762.66 -3838.9 yes 100.00%
mpm 1138.58 -inf no 33.33%
mp-mcf -3363.89 -3827.38 no 63.33%
pm 817.737 -inf no 16.67%
rrwm 1097.75 -inf no 13.33%
sm 1415.17 -inf no 13.33%
smac 1578.88 -inf no 16.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3762.66 -3762.73 yes 100.00%
dd-ls3 -3762.66 -3762.82 yes 100.00%
dd-ls4 -3762.66 -3762.68 yes 100.00%
fgmd -3525.7 -inf no 60.00%
fm-bca -3762.66 -3871.41 yes 100.00%
fm -3762.66 -4198.54 yes 100.00%
fw -3630.52 -inf no 70.00%
ga 1251.89 -inf no 13.33%
hbp -3762.66 -3894.3 yes 100.00%
ipfps 1530.47 -inf no 13.33%
ipfpu 1530.47 -inf no 13.33%
lsm 1214.91 -inf no 6.67%
mp -3762.66 -3869.48 yes 100.00%
mp-fw -3762.66 -3821.1 yes 100.00%
mpm 1138.58 -inf no 33.33%
mp-mcf -3363.89 -3815.58 no 63.33%
pm 817.737 -inf no 16.67%
rrwm 1097.75 -inf no 13.33%
sm 1415.17 -inf no 13.33%
smac 1578.88 -inf no 16.67%

Other Results for this Dataset

Accumulated results for whole dataset: hotel

Results for individual instances of the dataset: