A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “hotel70”

This page shows the benchmarks results for the dataset instance “hotel70”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -4563.61.

Run time 1s

method value bound optimal accuracy
dd-ls0 -4563.61 -4564.02 yes 100.00%
dd-ls3 -4563.61 -4563.97 yes 100.00%
dd-ls4 -4563.61 -4563.95 yes 100.00%
fgmd inf -inf no
fm-bca -4563.61 -4563.61 yes 100.00%
fm -4563.61 -4569.87 yes 100.00%
fw -4563.61 -inf yes 100.00%
ga 1055.66 -inf no 16.67%
hbp -4563.61 -4563.61 yes 100.00%
ipfps 1105.41 -inf no 13.33%
ipfpu 1105.41 -inf no 13.33%
lsm 742.514 -inf no 20.00%
mp -4563.61 -4563.61 yes 100.00%
mp-fw -4563.61 -4563.61 yes 100.00%
mpm -4563.61 -inf yes 100.00%
mp-mcf -4563.61 -4563.61 yes 100.00%
pm 1097.27 -inf no 40.00%
rrwm 12.7865 -inf no 20.00%
sm 922.031 -inf no 13.33%
smac -4302.89 -inf no 93.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -4563.61 -4564.02 yes 100.00%
dd-ls3 -4563.61 -4563.97 yes 100.00%
dd-ls4 -4563.61 -4563.95 yes 100.00%
fgmd inf -inf no
fm-bca -4563.61 -4563.61 yes 100.00%
fm -4563.61 -4569.87 yes 100.00%
fw -4563.61 -inf yes 100.00%
ga 1055.66 -inf no 16.67%
hbp -4563.61 -4563.61 yes 100.00%
ipfps 1105.41 -inf no 13.33%
ipfpu 1105.41 -inf no 13.33%
lsm 742.514 -inf no 20.00%
mp -4563.61 -4563.61 yes 100.00%
mp-fw -4563.61 -4563.61 yes 100.00%
mpm -4563.61 -inf yes 100.00%
mp-mcf -4563.61 -4563.61 yes 100.00%
pm 1097.27 -inf no 40.00%
rrwm 12.7865 -inf no 20.00%
sm 922.031 -inf no 13.33%
smac -4302.89 -inf no 93.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -4563.61 -4564.02 yes 100.00%
dd-ls3 -4563.61 -4563.97 yes 100.00%
dd-ls4 -4563.61 -4563.95 yes 100.00%
fgmd -4563.61 -inf yes 100.00%
fm-bca -4563.61 -4563.61 yes 100.00%
fm -4563.61 -4569.87 yes 100.00%
fw -4563.61 -inf yes 100.00%
ga 1055.66 -inf no 16.67%
hbp -4563.61 -4563.61 yes 100.00%
ipfps 1105.41 -inf no 13.33%
ipfpu 1105.41 -inf no 13.33%
lsm 742.514 -inf no 20.00%
mp -4563.61 -4563.61 yes 100.00%
mp-fw -4563.61 -4563.61 yes 100.00%
mpm -4563.61 -inf yes 100.00%
mp-mcf -4563.61 -4563.61 yes 100.00%
pm 1097.27 -inf no 40.00%
rrwm 12.7865 -inf no 20.00%
sm 922.031 -inf no 13.33%
smac -4302.89 -inf no 93.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -4563.61 -4564.02 yes 100.00%
dd-ls3 -4563.61 -4563.97 yes 100.00%
dd-ls4 -4563.61 -4563.95 yes 100.00%
fgmd -4563.61 -inf yes 100.00%
fm-bca -4563.61 -4563.61 yes 100.00%
fm -4563.61 -4569.87 yes 100.00%
fw -4563.61 -inf yes 100.00%
ga 1055.66 -inf no 16.67%
hbp -4563.61 -4563.61 yes 100.00%
ipfps 1105.41 -inf no 13.33%
ipfpu 1105.41 -inf no 13.33%
lsm 742.514 -inf no 20.00%
mp -4563.61 -4563.61 yes 100.00%
mp-fw -4563.61 -4563.61 yes 100.00%
mpm -4563.61 -inf yes 100.00%
mp-mcf -4563.61 -4563.61 yes 100.00%
pm 1097.27 -inf no 40.00%
rrwm 12.7865 -inf no 20.00%
sm 922.031 -inf no 13.33%
smac -4302.89 -inf no 93.33%

Other Results for this Dataset

Accumulated results for whole dataset: hotel

Results for individual instances of the dataset: