A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms2”

This page shows the benchmarks results for the dataset instance “worms2”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49998.2.

Run time 1s

method value bound optimal accuracy
dd-ls0 58433.7 -167540 no 25.85%
dd-ls3 63793.1 -163281 no 20.17%
dd-ls4 71630.8 -163099 no 24.15%
fgmd inf -inf no
fm-bca -49995.5 -50001.9 yes 90.91%
fm -49998.2 -55809.2 yes 91.19%
fw -48723.4 -inf no 85.51%
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 58433.7 -153456 no 25.85%
dd-ls3 54183.9 -143850 no 28.69%
dd-ls4 63187.7 -156937 no 21.88%
fgmd inf -inf no
fm-bca -49998.2 -50000.7 yes 91.19%
fm -49998.2 -55809.2 yes 91.19%
fw -49838.3 -inf no 89.49%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49996.8 -50000.7 yes 91.19%
mp-fw inf -50986.4 no 0.00%
mpm inf -inf no
mp-mcf -49961.4 -50042.2 yes 90.62%
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 -11041.3 -59013.1 no 61.93%
dd-ls3 4057.05 -73123.8 no 52.56%
dd-ls4 25516.9 -110017 no 31.25%
fgmd inf -inf no
fm-bca -49998.2 -50000.7 yes 91.19%
fm -49998.2 -55809.2 yes 91.19%
fw -49838.3 -inf no 89.49%
ga inf -inf no
hbp inf -inf no
ipfps -1100.09 -inf no 0.85%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49996.8 -50000.7 yes 91.19%
mp-fw -49996.7 -50050.9 yes 90.62%
mpm inf -inf no
mp-mcf -49961.4 -50038.7 yes 90.62%
pm inf -inf no
rrwm inf -inf no
sm -5635.49 -inf no 5.11%
smac 69800.9 -inf no 11.65%

Run time 300s

method value bound optimal accuracy
dd-ls0 -48691.7 -50085.3 no 90.06%
dd-ls3 -47066.4 -50167.6 no 90.06%
dd-ls4 10393 -76109.8 no 46.88%
fgmd inf -inf no
fm-bca -49998.2 -50000.7 yes 91.19%
fm -49998.2 -55809.2 yes 91.19%
fw -49838.3 -inf no 89.49%
ga inf -inf no
hbp inf -inf no
ipfps -1100.09 -inf no 0.85%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49996.8 -50000.7 yes 91.19%
mp-fw -49996.7 -50050.5 yes 90.62%
mpm inf -inf no
mp-mcf -49961.4 -50037.1 yes 90.62%
pm inf -inf no
rrwm inf -inf no
sm -5635.49 -inf no 5.11%
smac 69800.9 -inf no 11.65%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: