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: