A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs15”

This page shows the benchmarks results for the dataset instance “pairs15”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -57529.7 -74017.7 unknown 28.53%
dd-ls3 -57850.1 -73445.7 unknown 28.53%
dd-ls4 -57756.7 -73502.8 unknown 29.36%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -61071 -73504.7 unknown 33.52%
fw -62291.4 -inf unknown 33.24%
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 -57529.7 -70676.6 unknown 28.53%
dd-ls3 -57850.1 -70866.5 unknown 28.53%
dd-ls4 -57756.7 -72207.2 unknown 29.36%
fgmd inf -inf unknown –
fm-bca -61946.2 -66929.8 unknown 34.07%
fm -62340.6 -73504.7 unknown 39.34%
fw -62366.5 -inf unknown 33.24%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -36708.9 -inf unknown 7.48%
lsm inf -inf unknown –
mp -60069.2 -65472.6 unknown 34.90%
mp-fw inf -69210.1 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -59858.4 -65562.7 unknown 35.46%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm inf -inf unknown –
smac -55.8141 -inf unknown 0.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -57529.7 -64191.6 unknown 28.53%
dd-ls3 -57850.1 -64191.5 unknown 28.53%
dd-ls4 -57756.7 -67702 unknown 29.36%
fgmd inf -inf unknown –
fm-bca -62493.3 -65825.6 unknown 35.46%
fm -62452.7 -73504.7 unknown 38.23%
fw -62366.5 -inf unknown 33.24%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -35010.7 -inf unknown 2.77%
ipfpu -36708.9 -inf unknown 7.48%
lsm inf -inf unknown –
mp -60535.8 -65338.5 unknown 35.46%
mp-fw inf -69210.1 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -60341.2 -65262.3 unknown 36.57%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -420.543 -inf unknown 0.00%
smac -55.8141 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -58501.1 -63976 unknown 35.46%
dd-ls3 -60651.9 -63398.8 unknown 37.67%
dd-ls4 -57756.7 -64213.9 unknown 29.36%
fgmd inf -inf unknown –
fm-bca -62510.2 -65744.6 unknown 34.63%
fm -62541.7 -73504.7 unknown 38.50%
fw -62366.5 -inf unknown 33.24%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -35010.7 -inf unknown 2.77%
ipfpu -36708.9 -inf unknown 7.48%
lsm inf -inf unknown –
mp -60535.8 -65332.7 unknown 35.46%
mp-fw -62366.4 -67063.7 unknown 34.35%
mpm inf -inf unknown –
mp-mcf -60341.2 -64821.2 unknown 36.57%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -420.543 -inf unknown 0.00%
smac -55.8141 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: