A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms13”

This page shows the benchmarks results for the dataset instance “worms13”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -45831.1.

Run time 1s

method value bound optimal accuracy
dd-ls0 82966.4 -162304 no 27.11%
dd-ls3 67484.8 -158481 no 25.36%
dd-ls4 90166.5 -158287 no 23.62%
fgmd inf -inf no –
fm-bca -45825.8 -45872.9 yes 83.38%
fm -45829 -55515.3 yes 83.38%
fw -44109 -inf no 76.09%
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 60097 -144544 no 24.78%
dd-ls3 59522.3 -142299 no 23.03%
dd-ls4 70510.2 -151419 no 19.24%
fgmd inf -inf no –
fm-bca -45831.1 -45850.2 yes 83.38%
fm -45829 -55515.3 yes 83.38%
fw -45290.5 -inf no 80.47%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -45820 -45839.7 yes 83.38%
mp-fw inf -47747.2 no 0.00%
mpm inf -inf no –
mp-mcf -45189.8 -46051.5 no 83.67%
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 11261.7 -57282.3 no 53.06%
dd-ls3 16212.9 -65397.8 no 42.57%
dd-ls4 44741.8 -106807 no 29.74%
fgmd inf -inf no –
fm-bca -45831.1 -45849.8 yes 83.38%
fm -45831.1 -55515.3 yes 83.38%
fw -45295.4 -inf no 80.17%
ga inf -inf no –
hbp inf -inf no –
ipfps -1202.83 -inf no 1.46%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -45826.7 -45839.4 yes 83.09%
mp-fw -45799.8 -46393.2 yes 83.97%
mpm inf -inf no –
mp-mcf -45189.8 -46010 no 83.67%
pm inf -inf no –
rrwm inf -inf no –
sm -7700.84 -inf no 6.12%
smac 79101.8 -inf no 7.58%

Run time 300s

method value bound optimal accuracy
dd-ls0 -40499.7 -46010 no 81.92%
dd-ls3 -37903.1 -46212.1 no 78.72%
dd-ls4 21686.9 -74262 no 44.02%
fgmd inf -inf no –
fm-bca -45831.1 -45849.8 yes 83.38%
fm -45831.1 -55515.3 yes 83.38%
fw -45295.4 -inf no 80.17%
ga inf -inf no –
hbp inf -inf no –
ipfps -1202.83 -inf no 1.46%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -45826.7 -45839.4 yes 83.09%
mp-fw -45817.8 -46149.2 yes 84.26%
mpm inf -inf no –
mp-mcf -45189.8 -45996.1 no 83.67%
pm inf -inf no –
rrwm inf -inf no –
sm -7700.84 -inf no 6.12%
smac 79101.8 -inf no 7.58%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: