A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms7”

This page shows the benchmarks results for the dataset instance “worms7”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -47057.3.

Run time 1s

method value bound optimal accuracy
dd-ls0 66970 -152388 no 25.64%
dd-ls3 69392.8 -149804 no 22.22%
dd-ls4 68981.3 -149707 no 23.65%
fgmd inf -inf no
fm-bca -47034.5 -47221.8 yes 85.19%
fm -47050.2 -55625.9 yes 86.89%
fw -44975.6 -inf no 71.79%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu inf -inf no
lsm inf -inf no
mp inf -inf no
mp-fw inf -inf no
mpm inf -inf no
mp-mcf inf -inf no
pm inf -inf no
rrwm inf -inf no
sm inf -inf no
smac inf -inf no

Run time 10s

method value bound optimal accuracy
dd-ls0 56009.7 -141475 no 23.36%
dd-ls3 48289.2 -135767 no 21.94%
dd-ls4 64016.6 -143763 no 18.80%
fgmd inf -inf no
fm-bca -47035.5 -47175.1 yes 85.19%
fm -47050.2 -55625.9 yes 86.89%
fw -46531 -inf no 76.92%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -46936.8 -47177.5 no 85.19%
mp-fw inf -48893.7 no 0.00%
mpm inf -inf no
mp-mcf -46420.7 -47264.1 no 80.91%
pm inf -inf no
rrwm inf -inf no
sm inf -inf no
smac inf -inf no

Run time 100s

method value bound optimal accuracy
dd-ls0 5969.1 -54975.8 no 50.14%
dd-ls3 19208.5 -70043 no 44.16%
dd-ls4 38466 -103427 no 36.75%
fgmd inf -inf no
fm-bca -47044.8 -47173.8 yes 83.76%
fm -47057.3 -55625.9 yes 85.47%
fw -46531 -inf no 76.92%
ga inf -inf no
hbp inf -inf no
ipfps -1205.31 -inf no 0.57%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -46936.8 -47175.3 no 85.19%
mp-fw -46703.7 -47672.9 no 80.34%
mpm inf -inf no
mp-mcf -46518.7 -47201.6 no 84.33%
pm inf -inf no
rrwm inf -inf no
sm -6744.49 -inf no 3.70%
smac inf -inf no

Run time 300s

method value bound optimal accuracy
dd-ls0 -39794.1 -47424.3 no 80.63%
dd-ls3 -36033 -47766.2 no 74.36%
dd-ls4 14563.8 -72960.8 no 39.03%
fgmd inf -inf no
fm-bca -47047 -47173.8 yes 85.47%
fm -47057.3 -55625.9 yes 85.47%
fw -46531 -inf no 76.92%
ga inf -inf no
hbp inf -inf no
ipfps -1205.31 -inf no 0.57%
ipfpu 0 -inf no 0.00%
lsm 959735 -inf no 0.00%
mp -46936.8 -47175.2 no 85.19%
mp-fw -46987.4 -47382 no 82.05%
mpm inf -inf no
mp-mcf -46524.9 -47193.2 no 83.19%
pm inf -inf no
rrwm inf -inf no
sm -6744.49 -inf no 3.70%
smac inf -inf no

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: