A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms5”

This page shows the benchmarks results for the dataset instance “worms5”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49419.5.

Run time 1s

method value bound optimal accuracy
dd-ls0 47031.6 -160270 no 31.58%
dd-ls3 54579.6 -156884 no 28.95%
dd-ls4 57712.9 -156765 no 27.49%
fgmd inf -inf no
fm-bca -49417.3 -49465.2 yes 90.35%
fm -49412.1 -55912.8 yes 90.06%
fw -48637.2 -inf no 87.72%
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 47031.6 -145211 no 31.58%
dd-ls3 43202.1 -143754 no 27.49%
dd-ls4 52232 -150744 no 26.32%
fgmd inf -inf no
fm-bca -49417.3 -49453.7 yes 90.35%
fm -49412.1 -55912.8 yes 90.06%
fw -49247.2 -inf no 89.18%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49330 -49454.8 no 90.06%
mp-fw inf -50544.5 no 0.00%
mpm inf -inf no
mp-mcf -49010.2 -49501.8 no 89.77%
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 -10759.9 -58804.9 no 59.94%
dd-ls3 4655.36 -67535.8 no 51.17%
dd-ls4 28165.5 -109439 no 32.75%
fgmd inf -inf no
fm-bca -49417.3 -49453 yes 90.35%
fm -49416 -55912.8 yes 90.06%
fw -49253.1 -inf no 89.18%
ga inf -inf no
hbp inf -inf no
ipfps -685.261 -inf no 0.58%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49348.1 -49454 no 90.35%
mp-fw -49386.6 -49629.2 yes 89.77%
mpm inf -inf no
mp-mcf -49010.2 -49475.5 no 89.77%
pm inf -inf no
rrwm inf -inf no
sm -6262.22 -inf no 4.97%
smac 54021.9 -inf no 8.48%

Run time 300s

method value bound optimal accuracy
dd-ls0 -43007.1 -49674.8 no 87.72%
dd-ls3 -42668 -49720.2 no 89.18%
dd-ls4 10474.3 -74893.5 no 48.25%
fgmd inf -inf no
fm-bca -49417.3 -49453 yes 90.35%
fm -49416 -55912.8 yes 90.06%
fw -49253.1 -inf no 89.18%
ga inf -inf no
hbp inf -inf no
ipfps -685.261 -inf no 0.58%
ipfpu 0 -inf no 0.00%
lsm 866123 -inf no 0.00%
mp -49348.1 -49453.9 no 90.35%
mp-fw -49388.4 -49553.3 yes 89.47%
mpm inf -inf no
mp-mcf -49010.2 -49471 no 89.77%
pm inf -inf no
rrwm inf -inf no
sm -6262.22 -inf no 4.97%
smac 54021.9 -inf no 8.48%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: