A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense86”

This page shows the benchmarks results for the dataset instance “house-dense86”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3796.63.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3796.63 -3797.11 yes 100.00%
dd-ls3 -3796.63 -3796.68 yes 100.00%
dd-ls4 -3796.63 -3799.54 yes 100.00%
fgmd inf -inf no
fm-bca -3796.63 -3796.63 yes 100.00%
fm -3796.63 -4063.62 yes 100.00%
fw -3796.63 -inf yes 100.00%
ga 3641.95 -inf no 10.00%
hbp -3796.63 -3822.7 yes 100.00%
ipfps 3641.95 -inf no 10.00%
ipfpu 3641.95 -inf no 10.00%
lsm inf -inf no
mp -3796.63 -3796.63 yes 100.00%
mp-fw -3796.63 -3849.89 yes 100.00%
mpm 1210.56 -inf no 56.67%
mp-mcf -3586.01 -3830.18 no 90.00%
pm 3244.22 -inf no 26.67%
rrwm 3124.61 -inf no 13.33%
sm 3868.54 -inf no 10.00%
smac 3370.57 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3796.63 -3797.11 yes 100.00%
dd-ls3 -3796.63 -3796.68 yes 100.00%
dd-ls4 -3796.63 -3796.7 yes 100.00%
fgmd inf -inf no
fm-bca -3796.63 -3796.63 yes 100.00%
fm -3796.63 -4063.62 yes 100.00%
fw -3796.63 -inf yes 100.00%
ga 3641.95 -inf no 10.00%
hbp -3796.63 -3822.7 yes 100.00%
ipfps 3641.95 -inf no 10.00%
ipfpu 3641.95 -inf no 10.00%
lsm 2400.8 -inf no 16.67%
mp -3796.63 -3796.63 yes 100.00%
mp-fw -3796.63 -3803.64 yes 100.00%
mpm 1210.56 -inf no 56.67%
mp-mcf -3796.63 -3801.38 yes 100.00%
pm 3244.22 -inf no 26.67%
rrwm 3124.61 -inf no 13.33%
sm 3868.54 -inf no 10.00%
smac 3370.57 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3796.63 -3797.11 yes 100.00%
dd-ls3 -3796.63 -3796.68 yes 100.00%
dd-ls4 -3796.63 -3796.7 yes 100.00%
fgmd -2822.08 -inf no 56.67%
fm-bca -3796.63 -3796.63 yes 100.00%
fm -3796.63 -4063.62 yes 100.00%
fw -3796.63 -inf yes 100.00%
ga 3641.95 -inf no 10.00%
hbp -3796.63 -3822.7 yes 100.00%
ipfps 3641.95 -inf no 10.00%
ipfpu 3641.95 -inf no 10.00%
lsm 2400.8 -inf no 16.67%
mp -3796.63 -3796.63 yes 100.00%
mp-fw -3796.63 -3796.63 yes 100.00%
mpm 1210.56 -inf no 56.67%
mp-mcf -3796.63 -3796.63 yes 100.00%
pm 3244.22 -inf no 26.67%
rrwm 3124.61 -inf no 13.33%
sm 3868.54 -inf no 10.00%
smac 3370.57 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3796.63 -3797.11 yes 100.00%
dd-ls3 -3796.63 -3796.68 yes 100.00%
dd-ls4 -3796.63 -3796.7 yes 100.00%
fgmd -2822.08 -inf no 56.67%
fm-bca -3796.63 -3796.63 yes 100.00%
fm -3796.63 -4063.62 yes 100.00%
fw -3796.63 -inf yes 100.00%
ga 3641.95 -inf no 10.00%
hbp -3796.63 -3822.7 yes 100.00%
ipfps 3641.95 -inf no 10.00%
ipfpu 3641.95 -inf no 10.00%
lsm 2400.8 -inf no 16.67%
mp -3796.63 -3796.63 yes 100.00%
mp-fw -3796.63 -3796.63 yes 100.00%
mpm 1210.56 -inf no 56.67%
mp-mcf -3796.63 -3796.63 yes 100.00%
pm 3244.22 -inf no 26.67%
rrwm 3124.61 -inf no 13.33%
sm 3868.54 -inf no 10.00%
smac 3370.57 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: