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: