A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms22”

This page shows the benchmarks results for the dataset instance “worms22”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -47994.4.

Run time 1s

method value bound optimal accuracy
dd-ls0 65007.2 -153825 no 21.80%
dd-ls3 67844 -149937 no 21.80%
dd-ls4 78418.2 -149990 no 23.55%
fgmd inf -inf no –
fm-bca -47990.4 -48031.1 yes 89.24%
fm -47994.4 -55694.4 yes 89.24%
fw -45830.6 -inf no 76.74%
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 63612.7 -139784 no 27.62%
dd-ls3 61802.5 -136596 no 22.09%
dd-ls4 73586.2 -143999 no 26.45%
fgmd inf -inf no –
fm-bca -47992.9 -48022.3 yes 89.24%
fm -47994.4 -55694.4 yes 89.24%
fw -46468.3 -inf no 79.07%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -47934.6 -48020.7 no 88.37%
mp-fw inf -49558.3 no 0.00%
mpm inf -inf no –
mp-mcf -47501.3 -48114.1 no 86.92%
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 -5078.85 -54631.9 no 61.92%
dd-ls3 13284.5 -66536.2 no 45.06%
dd-ls4 25855 -108918 no 34.01%
fgmd inf -inf no –
fm-bca -47992.9 -48022.2 yes 89.24%
fm -47994.4 -55694.4 yes 89.24%
fw -46468.6 -inf no 79.07%
ga inf -inf no –
hbp inf -inf no –
ipfps -1086.59 -inf no 1.16%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -47938.9 -48020 no 88.95%
mp-fw -47917 -48376.3 no 87.21%
mpm inf -inf no –
mp-mcf -47575.1 -48086.7 no 88.37%
pm inf -inf no –
rrwm inf -inf no –
sm -6738.22 -inf no 5.81%
smac 64084 -inf no 7.85%

Run time 300s

method value bound optimal accuracy
dd-ls0 -45481.4 -48148.6 no 87.21%
dd-ls3 -42146.7 -48242.2 no 86.92%
dd-ls4 15738.8 -73464.7 no 43.31%
fgmd inf -inf no –
fm-bca -47992.9 -48022.2 yes 89.24%
fm -47994.4 -55694.4 yes 89.24%
fw -46468.6 -inf no 79.07%
ga inf -inf no –
hbp inf -inf no –
ipfps -1086.59 -inf no 1.16%
ipfpu 0 -inf no 0.00%
lsm 999010 -inf no 0.00%
mp -47938.9 -48020 no 88.95%
mp-fw -47934.9 -48184 no 88.37%
mpm inf -inf no –
mp-mcf -47575.1 -48083.1 no 88.37%
pm inf -inf no –
rrwm inf -inf no –
sm -6738.22 -inf no 5.81%
smac 64084 -inf no 7.85%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: