A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “hotel13”

This page shows the benchmarks results for the dataset instance “hotel13”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3728.34.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3728.34 -3728.41 yes 93.33%
dd-ls3 -3728.34 -3728.49 yes 93.33%
dd-ls4 -3600.06 -3764.02 no 83.33%
fgmd inf -inf no
fm-bca -3728.34 -3828.85 yes 93.33%
fm -3728.34 -4196.81 yes 93.33%
fw -3455.94 -inf no 50.00%
ga 958.023 -inf no 13.33%
hbp inf -inf no
ipfps 958.023 -inf no 13.33%
ipfpu 958.023 -inf no 13.33%
lsm inf -inf no
mp -3611.47 -3817.67 no 86.67%
mp-fw -3728.34 -3878.09 yes 93.33%
mpm 1440.84 -inf no 36.67%
mp-mcf -2832.45 -3867.84 no 66.67%
pm 533.783 -inf no 20.00%
rrwm 986.484 -inf no 13.33%
sm 1016.79 -inf no 16.67%
smac 1558.64 -inf no 10.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3728.34 -3728.41 yes 93.33%
dd-ls3 -3728.34 -3728.36 yes 93.33%
dd-ls4 -3728.34 -3728.4 yes 93.33%
fgmd inf -inf no
fm-bca -3728.34 -3820.17 yes 93.33%
fm -3728.34 -4196.81 yes 93.33%
fw -3455.94 -inf no 50.00%
ga 958.023 -inf no 13.33%
hbp -3728.34 -3866.67 yes 93.33%
ipfps 958.023 -inf no 13.33%
ipfpu 958.023 -inf no 13.33%
lsm 1350.13 -inf no 16.67%
mp -3728.34 -3817.54 yes 93.33%
mp-fw -3728.34 -3855.54 yes 93.33%
mpm 1440.84 -inf no 36.67%
mp-mcf -3007.63 -3822.02 no 63.33%
pm 533.783 -inf no 20.00%
rrwm 986.484 -inf no 13.33%
sm 1016.79 -inf no 16.67%
smac 1558.64 -inf no 10.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3728.34 -3728.41 yes 93.33%
dd-ls3 -3728.34 -3728.36 yes 93.33%
dd-ls4 -3728.34 -3728.4 yes 93.33%
fgmd -3503.66 -inf no 60.00%
fm-bca -3728.34 -3820.17 yes 93.33%
fm -3728.34 -4196.81 yes 93.33%
fw -3455.94 -inf no 50.00%
ga 958.023 -inf no 13.33%
hbp -3728.34 -3866.67 yes 93.33%
ipfps 958.023 -inf no 13.33%
ipfpu 958.023 -inf no 13.33%
lsm 1350.13 -inf no 16.67%
mp -3728.34 -3817.54 yes 93.33%
mp-fw -3728.34 -3800.14 yes 93.33%
mpm 1440.84 -inf no 36.67%
mp-mcf -3013.17 -3785.05 no 70.00%
pm 533.783 -inf no 20.00%
rrwm 986.484 -inf no 13.33%
sm 1016.79 -inf no 16.67%
smac 1558.64 -inf no 10.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3728.34 -3728.41 yes 93.33%
dd-ls3 -3728.34 -3728.36 yes 93.33%
dd-ls4 -3728.34 -3728.4 yes 93.33%
fgmd -3503.66 -inf no 60.00%
fm-bca -3728.34 -3820.17 yes 93.33%
fm -3728.34 -4196.81 yes 93.33%
fw -3455.94 -inf no 50.00%
ga 958.023 -inf no 13.33%
hbp -3728.34 -3866.67 yes 93.33%
ipfps 958.023 -inf no 13.33%
ipfpu 958.023 -inf no 13.33%
lsm 1350.13 -inf no 16.67%
mp -3728.34 -3817.54 yes 93.33%
mp-fw -3728.34 -3781.04 yes 93.33%
mpm 1440.84 -inf no 36.67%
mp-mcf -3013.17 -3775.55 no 70.00%
pm 533.783 -inf no 20.00%
rrwm 986.484 -inf no 13.33%
sm 1016.79 -inf no 16.67%
smac 1558.64 -inf no 10.00%

Other Results for this Dataset

Accumulated results for whole dataset: hotel

Results for individual instances of the dataset: