A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense19”

This page shows the benchmarks results for the dataset instance “house-dense19”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3826.43.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3826.43 -3826.67 yes 100.00%
dd-ls3 -3826.43 -3826.63 yes 100.00%
dd-ls4 -3826.43 -3840.79 yes 100.00%
fgmd inf -inf no
fm-bca -3826.43 -3826.43 yes 100.00%
fm -3826.43 -4104.84 yes 100.00%
fw -3826.43 -inf yes 100.00%
ga 3643.95 -inf no 6.67%
hbp -3826.43 -3853.8 yes 100.00%
ipfps 3643.95 -inf no 6.67%
ipfpu 3643.95 -inf no 6.67%
lsm inf -inf no
mp -3826.43 -3826.43 yes 100.00%
mp-fw -3826.43 -3851.03 yes 100.00%
mpm 485.552 -inf no 53.33%
mp-mcf -3545.9 -3848.83 no 86.67%
pm 3273.02 -inf no 16.67%
rrwm 2524.57 -inf no 10.00%
sm 4081.9 -inf no 10.00%
smac 1717.2 -inf no 40.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3826.43 -3826.67 yes 100.00%
dd-ls3 -3826.43 -3826.63 yes 100.00%
dd-ls4 -3826.43 -3826.47 yes 100.00%
fgmd inf -inf no
fm-bca -3826.43 -3826.43 yes 100.00%
fm -3826.43 -4104.84 yes 100.00%
fw -3826.43 -inf yes 100.00%
ga 3643.95 -inf no 6.67%
hbp -3826.43 -3853.8 yes 100.00%
ipfps 3643.95 -inf no 6.67%
ipfpu 3643.95 -inf no 6.67%
lsm 2375.47 -inf no 13.33%
mp -3826.43 -3826.43 yes 100.00%
mp-fw -3826.43 -3826.43 yes 100.00%
mpm 485.552 -inf no 53.33%
mp-mcf -3826.43 -3826.43 yes 100.00%
pm 3273.02 -inf no 16.67%
rrwm 2524.57 -inf no 10.00%
sm 4081.9 -inf no 10.00%
smac 1717.2 -inf no 40.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3826.43 -3826.67 yes 100.00%
dd-ls3 -3826.43 -3826.63 yes 100.00%
dd-ls4 -3826.43 -3826.47 yes 100.00%
fgmd -3826.43 -inf yes 100.00%
fm-bca -3826.43 -3826.43 yes 100.00%
fm -3826.43 -4104.84 yes 100.00%
fw -3826.43 -inf yes 100.00%
ga 3643.95 -inf no 6.67%
hbp -3826.43 -3853.8 yes 100.00%
ipfps 3643.95 -inf no 6.67%
ipfpu 3643.95 -inf no 6.67%
lsm 2375.47 -inf no 13.33%
mp -3826.43 -3826.43 yes 100.00%
mp-fw -3826.43 -3826.43 yes 100.00%
mpm 485.552 -inf no 53.33%
mp-mcf -3826.43 -3826.43 yes 100.00%
pm 3273.02 -inf no 16.67%
rrwm 2524.57 -inf no 10.00%
sm 4081.9 -inf no 10.00%
smac 1717.2 -inf no 40.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3826.43 -3826.67 yes 100.00%
dd-ls3 -3826.43 -3826.63 yes 100.00%
dd-ls4 -3826.43 -3826.47 yes 100.00%
fgmd -3826.43 -inf yes 100.00%
fm-bca -3826.43 -3826.43 yes 100.00%
fm -3826.43 -4104.84 yes 100.00%
fw -3826.43 -inf yes 100.00%
ga 3643.95 -inf no 6.67%
hbp -3826.43 -3853.8 yes 100.00%
ipfps 3643.95 -inf no 6.67%
ipfpu 3643.95 -inf no 6.67%
lsm 2375.47 -inf no 13.33%
mp -3826.43 -3826.43 yes 100.00%
mp-fw -3826.43 -3826.43 yes 100.00%
mpm 485.552 -inf no 53.33%
mp-mcf -3826.43 -3826.43 yes 100.00%
pm 3273.02 -inf no 16.67%
rrwm 2524.57 -inf no 10.00%
sm 4081.9 -inf no 10.00%
smac 1717.2 -inf no 40.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: