A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense1”

This page shows the benchmarks results for the dataset instance “house-dense1”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3833.13.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3833.13 -3834.11 yes 100.00%
dd-ls3 -3833.13 -3833.67 yes 100.00%
dd-ls4 -3833.13 -3838.91 yes 100.00%
fgmd inf -inf no
fm-bca -3833.13 -3833.13 yes 100.00%
fm -3833.13 -4086.26 yes 100.00%
fw -3833.13 -inf yes 100.00%
ga 4093.92 -inf no 6.67%
hbp -3833.13 -3846.01 yes 100.00%
ipfps 4275.35 -inf no 6.67%
ipfpu 4275.35 -inf no 6.67%
lsm inf -inf no
mp -3833.13 -3833.13 yes 100.00%
mp-fw -3833.13 -3851.92 yes 100.00%
mpm 1578.39 -inf no 53.33%
mp-mcf -3833.13 -3843.49 yes 100.00%
pm 3836.92 -inf no 30.00%
rrwm 2822.69 -inf no 13.33%
sm 4178.38 -inf no 10.00%
smac 3047.95 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3833.13 -3834.11 yes 100.00%
dd-ls3 -3833.13 -3833.67 yes 100.00%
dd-ls4 -3833.13 -3833.18 yes 100.00%
fgmd inf -inf no
fm-bca -3833.13 -3833.13 yes 100.00%
fm -3833.13 -4086.26 yes 100.00%
fw -3833.13 -inf yes 100.00%
ga 4093.92 -inf no 6.67%
hbp -3833.13 -3846.01 yes 100.00%
ipfps 4275.35 -inf no 6.67%
ipfpu 4275.35 -inf no 6.67%
lsm 3569.98 -inf no 16.67%
mp -3833.13 -3833.13 yes 100.00%
mp-fw -3833.13 -3833.13 yes 100.00%
mpm 1578.39 -inf no 53.33%
mp-mcf -3833.13 -3833.13 yes 100.00%
pm 3836.92 -inf no 30.00%
rrwm 2822.69 -inf no 13.33%
sm 4178.38 -inf no 10.00%
smac 3047.95 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3833.13 -3834.11 yes 100.00%
dd-ls3 -3833.13 -3833.67 yes 100.00%
dd-ls4 -3833.13 -3833.18 yes 100.00%
fgmd -3833.13 -inf yes 100.00%
fm-bca -3833.13 -3833.13 yes 100.00%
fm -3833.13 -4086.26 yes 100.00%
fw -3833.13 -inf yes 100.00%
ga 4093.92 -inf no 6.67%
hbp -3833.13 -3846.01 yes 100.00%
ipfps 4275.35 -inf no 6.67%
ipfpu 4275.35 -inf no 6.67%
lsm 3569.98 -inf no 16.67%
mp -3833.13 -3833.13 yes 100.00%
mp-fw -3833.13 -3833.13 yes 100.00%
mpm 1578.39 -inf no 53.33%
mp-mcf -3833.13 -3833.13 yes 100.00%
pm 3836.92 -inf no 30.00%
rrwm 2822.69 -inf no 13.33%
sm 4178.38 -inf no 10.00%
smac 3047.95 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3833.13 -3834.11 yes 100.00%
dd-ls3 -3833.13 -3833.67 yes 100.00%
dd-ls4 -3833.13 -3833.18 yes 100.00%
fgmd -3833.13 -inf yes 100.00%
fm-bca -3833.13 -3833.13 yes 100.00%
fm -3833.13 -4086.26 yes 100.00%
fw -3833.13 -inf yes 100.00%
ga 4093.92 -inf no 6.67%
hbp -3833.13 -3846.01 yes 100.00%
ipfps 4275.35 -inf no 6.67%
ipfpu 4275.35 -inf no 6.67%
lsm 3569.98 -inf no 16.67%
mp -3833.13 -3833.13 yes 100.00%
mp-fw -3833.13 -3833.13 yes 100.00%
mpm 1578.39 -inf no 53.33%
mp-mcf -3833.13 -3833.13 yes 100.00%
pm 3836.92 -inf no 30.00%
rrwm 2822.69 -inf no 13.33%
sm 4178.38 -inf no 10.00%
smac 3047.95 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: