A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “hotel50”

This page shows the benchmarks results for the dataset instance “hotel50”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3956.74.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3956.74 -3956.78 yes 100.00%
dd-ls3 -3956.74 -3956.82 yes 100.00%
dd-ls4 -3956.74 -3958.44 yes 100.00%
fgmd inf -inf no
fm-bca -3956.74 -3979.59 yes 100.00%
fm -3956.74 -4252.17 yes 100.00%
fw -3956.74 -inf yes 100.00%
ga 1283.48 -inf no 13.33%
hbp -3956.74 -3992.13 yes 100.00%
ipfps 1283.48 -inf no 13.33%
ipfpu 1283.48 -inf no 13.33%
lsm inf -inf no
mp -3956.74 -3969.3 yes 100.00%
mp-fw -3956.74 -4024.46 yes 100.00%
mpm 1071.02 -inf no 36.67%
mp-mcf -3956.74 -3981.56 yes 100.00%
pm 1109.59 -inf no 23.33%
rrwm 1205.39 -inf no 13.33%
sm 1042.52 -inf no 16.67%
smac 526.496 -inf no 46.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3956.74 -3956.78 yes 100.00%
dd-ls3 -3956.74 -3956.82 yes 100.00%
dd-ls4 -3956.74 -3957.21 yes 100.00%
fgmd inf -inf no
fm-bca -3956.74 -3976.81 yes 100.00%
fm -3956.74 -4252.17 yes 100.00%
fw -3956.74 -inf yes 100.00%
ga 1283.48 -inf no 13.33%
hbp -3956.74 -3992.13 yes 100.00%
ipfps 1283.48 -inf no 13.33%
ipfpu 1283.48 -inf no 13.33%
lsm 3086.77 -inf no 3.33%
mp -3956.74 -3969.23 yes 100.00%
mp-fw -3956.74 -3958.59 yes 100.00%
mpm 1071.02 -inf no 36.67%
mp-mcf -3956.74 -3956.74 yes 100.00%
pm 1109.59 -inf no 23.33%
rrwm 1205.39 -inf no 13.33%
sm 1042.52 -inf no 16.67%
smac 526.496 -inf no 46.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3956.74 -3956.78 yes 100.00%
dd-ls3 -3956.74 -3956.82 yes 100.00%
dd-ls4 -3956.74 -3957.21 yes 100.00%
fgmd -3956.74 -inf yes 100.00%
fm-bca -3956.74 -3976.81 yes 100.00%
fm -3956.74 -4252.17 yes 100.00%
fw -3956.74 -inf yes 100.00%
ga 1283.48 -inf no 13.33%
hbp -3956.74 -3992.13 yes 100.00%
ipfps 1283.48 -inf no 13.33%
ipfpu 1283.48 -inf no 13.33%
lsm 3086.77 -inf no 3.33%
mp -3956.74 -3969.23 yes 100.00%
mp-fw -3956.74 -3956.74 yes 100.00%
mpm 1071.02 -inf no 36.67%
mp-mcf -3956.74 -3956.74 yes 100.00%
pm 1109.59 -inf no 23.33%
rrwm 1205.39 -inf no 13.33%
sm 1042.52 -inf no 16.67%
smac 526.496 -inf no 46.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3956.74 -3956.78 yes 100.00%
dd-ls3 -3956.74 -3956.82 yes 100.00%
dd-ls4 -3956.74 -3957.21 yes 100.00%
fgmd -3956.74 -inf yes 100.00%
fm-bca -3956.74 -3976.81 yes 100.00%
fm -3956.74 -4252.17 yes 100.00%
fw -3956.74 -inf yes 100.00%
ga 1283.48 -inf no 13.33%
hbp -3956.74 -3992.13 yes 100.00%
ipfps 1283.48 -inf no 13.33%
ipfpu 1283.48 -inf no 13.33%
lsm 3086.77 -inf no 3.33%
mp -3956.74 -3969.23 yes 100.00%
mp-fw -3956.74 -3956.74 yes 100.00%
mpm 1071.02 -inf no 36.67%
mp-mcf -3956.74 -3956.74 yes 100.00%
pm 1109.59 -inf no 23.33%
rrwm 1205.39 -inf no 13.33%
sm 1042.52 -inf no 16.67%
smac 526.496 -inf no 46.67%

Other Results for this Dataset

Accumulated results for whole dataset: hotel

Results for individual instances of the dataset: