A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs5”

This page shows the benchmarks results for the dataset instance “pairs5”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -56682.8 -75527.2 unknown 37.71%
dd-ls3 -56873.2 -74285.5 unknown 41.34%
dd-ls4 -56943.6 -74665.2 unknown 40.50%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -58978.1 -76384.8 unknown 41.06%
fw -60866.5 -inf unknown 44.41%
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 -56682.8 -72540.1 unknown 37.71%
dd-ls3 -56873.2 -72319.3 unknown 41.34%
dd-ls4 -56943.6 -72859.9 unknown 40.50%
fgmd inf -inf unknown –
fm-bca -60161.9 -68107.7 unknown 45.53%
fm -60872.6 -76384.8 unknown 47.21%
fw -60901.5 -inf unknown 44.41%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -34480.7 -inf unknown 8.94%
lsm inf -inf unknown –
mp -59116.1 -63821.8 unknown 50.56%
mp-fw inf -68198.2 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -58312.9 -63899.2 unknown 49.44%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm inf -inf unknown –
smac -79.1886 -inf unknown 0.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -57547.2 -62566.5 unknown 50.56%
dd-ls3 -56873.2 -63248.7 unknown 41.34%
dd-ls4 -56943.6 -66906.3 unknown 40.50%
fgmd inf -inf unknown –
fm-bca -61153.7 -65751.6 unknown 50.56%
fm -61037.8 -76384.8 unknown 47.21%
fw -60901.5 -inf unknown 44.41%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -33231.7 -inf unknown 9.50%
ipfpu -34480.7 -inf unknown 8.94%
lsm inf -inf unknown –
mp -59186.8 -63673.4 unknown 49.16%
mp-fw inf -68198.2 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -58692.7 -63552.3 unknown 50.56%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -470.194 -inf unknown 0.00%
smac -79.1886 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -58435.6 -62237.4 unknown 51.12%
dd-ls3 -59150.3 -61854.3 unknown 50.28%
dd-ls4 -56943.6 -63263 unknown 40.50%
fgmd inf -inf unknown –
fm-bca -61156.5 -65538.8 unknown 50.84%
fm -61048.3 -76384.8 unknown 46.37%
fw -60901.5 -inf unknown 44.41%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -33231.7 -inf unknown 9.50%
ipfpu -34480.7 -inf unknown 8.94%
lsm inf -inf unknown –
mp -59186.8 -63663.1 unknown 49.16%
mp-fw -61001.2 -65616.3 unknown 50.00%
mpm inf -inf unknown –
mp-mcf -58692.7 -63322.1 unknown 50.56%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -470.194 -inf unknown 0.00%
smac -79.1886 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: