A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense56”

This page shows the benchmarks results for the dataset instance “house-dense56”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3786.86.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3786.86 -3787.14 yes 100.00%
dd-ls3 -3786.86 -3788.57 yes 100.00%
dd-ls4 -3786.86 -3795.75 yes 100.00%
fgmd inf -inf no
fm-bca -3786.86 -3786.86 yes 100.00%
fm -3786.86 -4077.74 yes 100.00%
fw -3786.86 -inf yes 100.00%
ga 3244.02 -inf no 10.00%
hbp -3786.86 -3811.49 yes 100.00%
ipfps 3729.57 -inf no 10.00%
ipfpu 3729.57 -inf no 10.00%
lsm inf -inf no
mp -3786.86 -3786.86 yes 100.00%
mp-fw -3786.86 -3842.68 yes 100.00%
mpm 706.458 -inf no 60.00%
mp-mcf -3367.8 -3833.43 no 86.67%
pm 3146.42 -inf no 13.33%
rrwm 3141.96 -inf no 16.67%
sm 3754 -inf no 6.67%
smac 2318.15 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3786.86 -3787.14 yes 100.00%
dd-ls3 -3786.86 -3786.92 yes 100.00%
dd-ls4 -3786.86 -3787.56 yes 100.00%
fgmd inf -inf no
fm-bca -3786.86 -3786.86 yes 100.00%
fm -3786.86 -4077.74 yes 100.00%
fw -3786.86 -inf yes 100.00%
ga 3244.02 -inf no 10.00%
hbp -3786.86 -3811.49 yes 100.00%
ipfps 3729.57 -inf no 10.00%
ipfpu 3729.57 -inf no 10.00%
lsm 2230.15 -inf no 16.67%
mp -3786.86 -3786.86 yes 100.00%
mp-fw -3786.86 -3790.94 yes 100.00%
mpm 706.458 -inf no 60.00%
mp-mcf -3786.86 -3786.86 yes 100.00%
pm 3146.42 -inf no 13.33%
rrwm 3141.96 -inf no 16.67%
sm 3754 -inf no 6.67%
smac 2318.15 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3786.86 -3787.14 yes 100.00%
dd-ls3 -3786.86 -3786.92 yes 100.00%
dd-ls4 -3786.86 -3787.56 yes 100.00%
fgmd -2808.25 -inf no 53.33%
fm-bca -3786.86 -3786.86 yes 100.00%
fm -3786.86 -4077.74 yes 100.00%
fw -3786.86 -inf yes 100.00%
ga 3244.02 -inf no 10.00%
hbp -3786.86 -3811.49 yes 100.00%
ipfps 3729.57 -inf no 10.00%
ipfpu 3729.57 -inf no 10.00%
lsm 2230.15 -inf no 16.67%
mp -3786.86 -3786.86 yes 100.00%
mp-fw -3786.86 -3786.86 yes 100.00%
mpm 706.458 -inf no 60.00%
mp-mcf -3786.86 -3786.86 yes 100.00%
pm 3146.42 -inf no 13.33%
rrwm 3141.96 -inf no 16.67%
sm 3754 -inf no 6.67%
smac 2318.15 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3786.86 -3787.14 yes 100.00%
dd-ls3 -3786.86 -3786.92 yes 100.00%
dd-ls4 -3786.86 -3787.56 yes 100.00%
fgmd -2808.25 -inf no 53.33%
fm-bca -3786.86 -3786.86 yes 100.00%
fm -3786.86 -4077.74 yes 100.00%
fw -3786.86 -inf yes 100.00%
ga 3244.02 -inf no 10.00%
hbp -3786.86 -3811.49 yes 100.00%
ipfps 3729.57 -inf no 10.00%
ipfpu 3729.57 -inf no 10.00%
lsm 2230.15 -inf no 16.67%
mp -3786.86 -3786.86 yes 100.00%
mp-fw -3786.86 -3786.86 yes 100.00%
mpm 706.458 -inf no 60.00%
mp-mcf -3786.86 -3786.86 yes 100.00%
pm 3146.42 -inf no 13.33%
rrwm 3141.96 -inf no 16.67%
sm 3754 -inf no 6.67%
smac 2318.15 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: