A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “hotel26”

This page shows the benchmarks results for the dataset instance “hotel26”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3802.05.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3802.05 -3802.55 yes 93.33%
dd-ls3 -3802.05 -3813.61 yes 93.33%
dd-ls4 -3802.05 -3863.35 yes 93.33%
fgmd inf -inf no
fm-bca -3802.05 -3883.12 yes 93.33%
fm -3802.05 -4213.04 yes 93.33%
fw -3630.45 -inf no 70.00%
ga 1578.87 -inf no 13.33%
hbp -3802.05 -3903.32 yes 93.33%
ipfps 1495.19 -inf no 13.33%
ipfpu 1495.19 -inf no 13.33%
lsm inf -inf no
mp -3802.05 -3873.54 yes 93.33%
mp-fw -3802.05 -3920.94 yes 93.33%
mpm 1374.26 -inf no 36.67%
mp-mcf -3059.02 -3905.29 no 63.33%
pm 781.913 -inf no 16.67%
rrwm 1248.65 -inf no 13.33%
sm 1309.16 -inf no 13.33%
smac 924.268 -inf no 16.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3802.05 -3802.55 yes 93.33%
dd-ls3 -3802.05 -3802.05 yes 93.33%
dd-ls4 -3802.05 -3802.09 yes 93.33%
fgmd inf -inf no
fm-bca -3802.05 -3874.79 yes 93.33%
fm -3802.05 -4213.04 yes 93.33%
fw -3630.45 -inf no 70.00%
ga 1578.87 -inf no 13.33%
hbp -3802.05 -3903.32 yes 93.33%
ipfps 1495.19 -inf no 13.33%
ipfpu 1495.19 -inf no 13.33%
lsm 2054.24 -inf no 13.33%
mp -3802.05 -3873.34 yes 93.33%
mp-fw -3802.05 -3860.95 yes 93.33%
mpm 1374.26 -inf no 36.67%
mp-mcf -3463.9 -3855.98 no 90.00%
pm 781.913 -inf no 16.67%
rrwm 1248.65 -inf no 13.33%
sm 1309.16 -inf no 13.33%
smac 924.268 -inf no 16.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3802.05 -3802.55 yes 93.33%
dd-ls3 -3802.05 -3802.05 yes 93.33%
dd-ls4 -3802.05 -3802.09 yes 93.33%
fgmd -3802.05 -inf yes 93.33%
fm-bca -3802.05 -3874.76 yes 93.33%
fm -3802.05 -4213.04 yes 93.33%
fw -3630.45 -inf no 70.00%
ga 1578.87 -inf no 13.33%
hbp -3802.05 -3903.32 yes 93.33%
ipfps 1495.19 -inf no 13.33%
ipfpu 1495.19 -inf no 13.33%
lsm 2054.24 -inf no 13.33%
mp -3802.05 -3873.34 yes 93.33%
mp-fw -3802.05 -3828.94 yes 93.33%
mpm 1374.26 -inf no 36.67%
mp-mcf -3645.73 -3826.2 no 86.67%
pm 781.913 -inf no 16.67%
rrwm 1248.65 -inf no 13.33%
sm 1309.16 -inf no 13.33%
smac 924.268 -inf no 16.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3802.05 -3802.55 yes 93.33%
dd-ls3 -3802.05 -3802.05 yes 93.33%
dd-ls4 -3802.05 -3802.09 yes 93.33%
fgmd -3802.05 -inf yes 93.33%
fm-bca -3802.05 -3874.76 yes 93.33%
fm -3802.05 -4213.04 yes 93.33%
fw -3630.45 -inf no 70.00%
ga 1578.87 -inf no 13.33%
hbp -3802.05 -3903.32 yes 93.33%
ipfps 1495.19 -inf no 13.33%
ipfpu 1495.19 -inf no 13.33%
lsm 2054.24 -inf no 13.33%
mp -3802.05 -3873.34 yes 93.33%
mp-fw -3802.05 -3818.75 yes 93.33%
mpm 1374.26 -inf no 36.67%
mp-mcf -3802.05 -3813.28 yes 93.33%
pm 781.913 -inf no 16.67%
rrwm 1248.65 -inf no 13.33%
sm 1309.16 -inf no 13.33%
smac 924.268 -inf no 16.67%

Other Results for this Dataset

Accumulated results for whole dataset: hotel

Results for individual instances of the dataset: