A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs8”

This page shows the benchmarks results for the dataset instance “pairs8”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -66650.7 -78404.6 unknown 57.82%
dd-ls3 -67298.6 -77689.6 unknown 59.22%
dd-ls4 -67345.3 -77994 unknown 59.22%
fgmd inf -inf unknown
fm-bca inf -inf unknown
fm -69709.4 -78212.9 unknown 76.26%
fw -70378 -inf unknown 79.61%
ga inf -inf unknown
hbp inf -inf unknown
ipfps inf -inf unknown
ipfpu inf -inf unknown
lsm inf -inf unknown
mp inf -inf unknown
mp-fw inf -inf unknown
mpm inf -inf unknown
mp-mcf inf -inf unknown
pm inf -inf unknown
rrwm inf -inf unknown
sm inf -inf unknown
smac inf -inf unknown

Run time 10s

method value bound optimal accuracy
dd-ls0 -66650.7 -75638.5 unknown 57.82%
dd-ls3 -67298.6 -75878.4 unknown 59.22%
dd-ls4 -67345.3 -76020.2 unknown 59.22%
fgmd inf -inf unknown
fm-bca -70262.9 -73335.4 unknown 82.40%
fm -70210.3 -78212.9 unknown 80.17%
fw -70378 -inf unknown 79.61%
ga inf -inf unknown
hbp inf -inf unknown
ipfps inf -inf unknown
ipfpu -37991.7 -inf unknown 7.54%
lsm inf -inf unknown
mp -69553.6 -71914.3 unknown 81.01%
mp-fw inf -74744.2 unknown 0.00%
mpm inf -inf unknown
mp-mcf -69396 -71961.8 unknown 82.68%
pm inf -inf unknown
rrwm inf -inf unknown
sm inf -inf unknown
smac 0 -inf unknown 0.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -68976.6 -71308.8 unknown 80.17%
dd-ls3 -68799.1 -71443.6 unknown 77.37%
dd-ls4 -67345.3 -72825.4 unknown 59.22%
fgmd inf -inf unknown
fm-bca -70330 -72453.3 unknown 83.24%
fm -70351.4 -78212.9 unknown 77.93%
fw -70378 -inf unknown 79.61%
ga inf -inf unknown
hbp inf -inf unknown
ipfps -37439.7 -inf unknown 8.66%
ipfpu -37991.7 -inf unknown 7.54%
lsm inf -inf unknown
mp -69562.3 -71821.5 unknown 79.89%
mp-fw inf -74744.2 unknown 0.00%
mpm inf -inf unknown
mp-mcf -69421.2 -71762.2 unknown 81.28%
pm inf -inf unknown
rrwm inf -inf unknown
sm -359.224 -inf unknown 0.28%
smac 0 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -69219.4 -71186.4 unknown 83.80%
dd-ls3 -69645.1 -70996.4 unknown 82.68%
dd-ls4 -69134.7 -71298.8 unknown 83.52%
fgmd inf -inf unknown
fm-bca -70370.6 -72386.7 unknown 83.24%
fm -70372.5 -78212.9 unknown 78.21%
fw -70378 -inf unknown 79.61%
ga inf -inf unknown
hbp inf -inf unknown
ipfps -37439.7 -inf unknown 8.66%
ipfpu -37991.7 -inf unknown 7.54%
lsm inf -inf unknown
mp -69562.3 -71817 unknown 79.89%
mp-fw -70378.2 -72667.9 unknown 80.73%
mpm inf -inf unknown
mp-mcf -69652.7 -71567.4 unknown 81.84%
pm inf -inf unknown
rrwm inf -inf unknown
sm -359.224 -inf unknown 0.28%
smac 0 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: