A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “hotel14”

This page shows the benchmarks results for the dataset instance “hotel14”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3691.38.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3691.38 -3691.38 yes 100.00%
dd-ls3 -3691.38 -3702.03 yes 100.00%
dd-ls4 -3589.26 -3765.54 no 86.67%
fgmd inf -inf no
fm-bca -3691.38 -3836.63 yes 100.00%
fm -3691.38 -4194.58 yes 100.00%
fw -3691.38 -inf yes 100.00%
ga 961.294 -inf no 13.33%
hbp inf -inf no
ipfps 1042.97 -inf no 16.67%
ipfpu 1042.97 -inf no 16.67%
lsm inf -inf no
mp -3171.74 -3832.63 no 73.33%
mp-fw -3540.44 -3918.59 no 73.33%
mpm 1675.52 -inf no 30.00%
mp-mcf -2957.8 -3859.54 no 63.33%
pm 568.259 -inf no 20.00%
rrwm 1026.72 -inf no 13.33%
sm 1131.96 -inf no 13.33%
smac 738.885 -inf no 20.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3691.38 -3691.38 yes 100.00%
dd-ls3 -3691.38 -3691.39 yes 100.00%
dd-ls4 -3691.38 -3691.41 yes 100.00%
fgmd inf -inf no
fm-bca -3691.38 -3822.35 yes 100.00%
fm -3691.38 -4194.58 yes 100.00%
fw -3691.38 -inf yes 100.00%
ga 961.294 -inf no 13.33%
hbp -3690.82 -3861.94 yes 93.33%
ipfps 1042.97 -inf no 16.67%
ipfpu 1042.97 -inf no 16.67%
lsm 2518.55 -inf no 6.67%
mp -3275.32 -3832.1 no 73.33%
mp-fw -3691.38 -3848.61 yes 100.00%
mpm 1675.52 -inf no 30.00%
mp-mcf -2957.8 -3827.44 no 63.33%
pm 568.259 -inf no 20.00%
rrwm 1026.72 -inf no 13.33%
sm 1131.96 -inf no 13.33%
smac 738.885 -inf no 20.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3691.38 -3691.38 yes 100.00%
dd-ls3 -3691.38 -3691.39 yes 100.00%
dd-ls4 -3691.38 -3691.41 yes 100.00%
fgmd -3464.21 -inf no 60.00%
fm-bca -3691.38 -3822.35 yes 100.00%
fm -3691.38 -4194.58 yes 100.00%
fw -3691.38 -inf yes 100.00%
ga 961.294 -inf no 13.33%
hbp -3690.82 -3861.94 yes 93.33%
ipfps 1042.97 -inf no 16.67%
ipfpu 1042.97 -inf no 16.67%
lsm 2518.55 -inf no 6.67%
mp -3376.87 -3832.1 no 80.00%
mp-fw -3691.38 -3803.96 yes 100.00%
mpm 1675.52 -inf no 30.00%
mp-mcf -3176.65 -3791.83 no 63.33%
pm 568.259 -inf no 20.00%
rrwm 1026.72 -inf no 13.33%
sm 1131.96 -inf no 13.33%
smac 738.885 -inf no 20.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3691.38 -3691.38 yes 100.00%
dd-ls3 -3691.38 -3691.39 yes 100.00%
dd-ls4 -3691.38 -3691.41 yes 100.00%
fgmd -3464.21 -inf no 60.00%
fm-bca -3691.38 -3822.35 yes 100.00%
fm -3691.38 -4194.58 yes 100.00%
fw -3691.38 -inf yes 100.00%
ga 961.294 -inf no 13.33%
hbp -3690.82 -3861.94 yes 93.33%
ipfps 1042.97 -inf no 16.67%
ipfpu 1042.97 -inf no 16.67%
lsm 2518.55 -inf no 6.67%
mp -3376.87 -3832.1 no 80.00%
mp-fw -3691.38 -3786.8 yes 100.00%
mpm 1675.52 -inf no 30.00%
mp-mcf -3176.65 -3785.02 no 63.33%
pm 568.259 -inf no 20.00%
rrwm 1026.72 -inf no 13.33%
sm 1131.96 -inf no 13.33%
smac 738.885 -inf no 20.00%

Other Results for this Dataset

Accumulated results for whole dataset: hotel

Results for individual instances of the dataset: