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: