A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms21”

This page shows the benchmarks results for the dataset instance “worms21”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49836.8.

Run time 1s

method value bound optimal accuracy
dd-ls0 53900.5 -162778 no 26.72%
dd-ls3 58797.8 -160500 no 27.30%
dd-ls4 57928 -160438 no 24.43%
fgmd inf -inf no
fm-bca -49836.6 -49853.5 yes 90.80%
fm -49834.7 -55831.7 yes 91.09%
fw -49238.9 -inf no 88.51%
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 52791.4 -152042 no 25.29%
dd-ls3 48617.8 -144403 no 26.72%
dd-ls4 49721.3 -155546 no 31.90%
fgmd inf -inf no
fm-bca -49836.6 -49845.4 yes 90.80%
fm -49834.7 -55831.7 yes 91.09%
fw -49712.4 -inf no 89.08%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49828.4 -49844.8 yes 91.67%
mp-fw inf -50987.1 no 0.00%
mpm inf -inf no
mp-mcf -49650.5 -49914.9 no 90.80%
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 -15238.7 -58711.7 no 66.38%
dd-ls3 -422.971 -70993.1 no 56.03%
dd-ls4 25562.7 -117493 no 37.93%
fgmd inf -inf no
fm-bca -49836.8 -49845.1 yes 90.80%
fm -49836.8 -55831.7 yes 90.80%
fw -49712.6 -inf no 89.08%
ga inf -inf no
hbp inf -inf no
ipfps -689 -inf no 0.86%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49828.4 -49844.8 yes 91.67%
mp-fw -49831.5 -49944.3 yes 91.67%
mpm inf -inf no
mp-mcf -49650.5 -49904.8 no 90.80%
pm inf -inf no
rrwm inf -inf no
sm -5548.97 -inf no 6.32%
smac inf -inf no

Run time 300s

method value bound optimal accuracy
dd-ls0 -45033.2 -50027.4 no 90.52%
dd-ls3 -44958.8 -50124.7 no 87.64%
dd-ls4 9191.91 -80129.1 no 42.24%
fgmd inf -inf no
fm-bca -49836.8 -49845.1 yes 90.80%
fm -49836.8 -55831.7 yes 90.80%
fw -49712.6 -inf no 89.08%
ga inf -inf no
hbp inf -inf no
ipfps -689 -inf no 0.86%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49828.4 -49844.8 yes 91.67%
mp-fw -49831.5 -49939.4 yes 91.67%
mpm inf -inf no
mp-mcf -49650.5 -49904 no 90.80%
pm inf -inf no
rrwm inf -inf no
sm -5548.97 -inf no 6.32%
smac inf -inf no

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: