A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms24”

This page shows the benchmarks results for the dataset instance “worms24”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49309.5.

Run time 1s

method value bound optimal accuracy
dd-ls0 52085.6 -172249 no 24.85%
dd-ls3 61296 -168335 no 23.10%
dd-ls4 62463.7 -168045 no 26.61%
fgmd inf -inf no
fm-bca -49309.5 -49350.5 yes 89.77%
fm -49309.5 -55815.4 yes 89.77%
fw -48017.7 -inf no 85.38%
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 52085.6 -155348 no 24.85%
dd-ls3 51328.6 -151216 no 23.68%
dd-ls4 52993.7 -161687 no 28.65%
fgmd inf -inf no
fm-bca -49309.5 -49338.2 yes 89.77%
fm -49309.5 -55815.4 yes 89.77%
fw -49150.1 -inf no 89.47%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49264.8 -49340.8 yes 89.18%
mp-fw inf -50555.7 no 0.00%
mpm inf -inf no
mp-mcf -49048.8 -49443 no 89.77%
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 -8274.04 -65157.1 no 59.65%
dd-ls3 9951.98 -78158.7 no 50.00%
dd-ls4 27103.8 -105622 no 28.07%
fgmd inf -inf no
fm-bca -49309.5 -49337.9 yes 89.77%
fm -49309.5 -55815.4 yes 89.77%
fw -49150.1 -inf no 89.47%
ga inf -inf no
hbp inf -inf no
ipfps -1232.23 -inf no 1.46%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49264.8 -49340.4 yes 89.18%
mp-fw -49245.7 -49626.6 no 88.01%
mpm inf -inf no
mp-mcf -49061.3 -49420 no 90.64%
pm inf -inf no
rrwm inf -inf no
sm -5831.32 -inf no 5.56%
smac inf -inf no

Run time 300s

method value bound optimal accuracy
dd-ls0 -44641.8 -49527.5 no 86.84%
dd-ls3 -42341.4 -49973 no 85.67%
dd-ls4 3172.61 -76851.9 no 50.00%
fgmd inf -inf no
fm-bca -49309.5 -49337.9 yes 89.77%
fm -49309.5 -55815.4 yes 89.77%
fw -49150.1 -inf no 89.47%
ga inf -inf no
hbp inf -inf no
ipfps -1232.23 -inf no 1.46%
ipfpu 0 -inf no 0.00%
lsm 834946 -inf no 0.00%
mp -49264.8 -49340.4 yes 89.18%
mp-fw -49288.2 -49480.4 yes 89.77%
mpm inf -inf no
mp-mcf -49062.4 -49417.1 no 90.06%
pm inf -inf no
rrwm inf -inf no
sm -5831.32 -inf no 5.56%
smac inf -inf no

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: