A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms11”

This page shows the benchmarks results for the dataset instance “worms11”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -48665.

Run time 1s

method value bound optimal accuracy
dd-ls0 43134.8 -173418 no 28.53%
dd-ls3 58773.4 -169187 no 27.09%
dd-ls4 60934.7 -169194 no 21.61%
fgmd inf -inf no
fm-bca -48664.7 -48690.8 yes 88.76%
fm -48665 -55860.9 yes 88.76%
fw -46350.1 -inf no 77.23%
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 43134.8 -157673 no 28.53%
dd-ls3 40909.5 -154448 no 26.51%
dd-ls4 58462.4 -161732 no 24.78%
fgmd inf -inf no
fm-bca -48664.7 -48675.1 yes 88.76%
fm -48665 -55860.9 yes 88.76%
fw -48435.4 -inf no 85.01%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -48654.2 -48675.5 yes 88.47%
mp-fw inf -49988.7 no 0.00%
mpm inf -inf no
mp-mcf -48397.7 -48785.8 no 86.74%
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 -7036.68 -62773.2 no 54.18%
dd-ls3 11692.4 -71293.4 no 43.23%
dd-ls4 26195.5 -118450 no 32.85%
fgmd inf -inf no
fm-bca -48664.7 -48674.7 yes 88.76%
fm -48665 -55860.9 yes 88.76%
fw -48435.4 -inf no 85.01%
ga inf -inf no
hbp inf -inf no
ipfps -1197.67 -inf no 2.02%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -48654.2 -48674.3 yes 88.47%
mp-fw -48599 -49022.1 no 87.03%
mpm inf -inf no
mp-mcf -48462.5 -48763.4 no 87.03%
pm inf -inf no
rrwm inf -inf no
sm -7546.01 -inf no 7.49%
smac 38318.2 -inf no 12.68%

Run time 300s

method value bound optimal accuracy
dd-ls0 -44518.8 -48888.7 no 87.32%
dd-ls3 -42379.4 -48971.6 no 85.01%
dd-ls4 7777.53 -81375.4 no 44.38%
fgmd inf -inf no
fm-bca -48664.7 -48674.7 yes 88.76%
fm -48665 -55860.9 yes 88.76%
fw -48435.4 -inf no 85.01%
ga inf -inf no
hbp inf -inf no
ipfps -1197.67 -inf no 2.02%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -48654.2 -48674.3 yes 88.47%
mp-fw -48650 -48815.1 yes 87.32%
mpm inf -inf no
mp-mcf -48462.5 -48755.8 no 87.03%
pm inf -inf no
rrwm inf -inf no
sm -7546.01 -inf no 7.49%
smac 38318.2 -inf no 12.68%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: