A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs16”

This page shows the benchmarks results for the dataset instance “pairs16”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -63221.7 -77116.5 unknown 44.41%
dd-ls3 -63204.4 -76243 unknown 44.13%
dd-ls4 -63176.9 -76404.2 unknown 43.84%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -67377 -77283 unknown 64.47%
fw -68367.7 -inf unknown 67.62%
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 -63221.7 -74445.8 unknown 44.41%
dd-ls3 -63204.4 -74439.7 unknown 44.13%
dd-ls4 -63176.9 -74680.6 unknown 43.84%
fgmd inf -inf unknown –
fm-bca -68195.4 -71410.3 unknown 69.63%
fm -68258.2 -77283 unknown 68.48%
fw -68494.3 -inf unknown 68.77%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -36643.4 -inf unknown 7.74%
lsm inf -inf unknown –
mp -66775.1 -70136.5 unknown 68.77%
mp-fw inf -73462.7 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -66600.8 -70232 unknown 65.90%
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 -66628.3 -69477.4 unknown 72.21%
dd-ls3 -65667.7 -69643.1 unknown 73.64%
dd-ls4 -63176.9 -71361.4 unknown 43.84%
fgmd inf -inf unknown –
fm-bca -68383.7 -70349.2 unknown 69.05%
fm -68293.4 -77283 unknown 68.48%
fw -68501.9 -inf unknown 69.05%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -36315.5 -inf unknown 8.31%
ipfpu -36643.4 -inf unknown 7.74%
lsm inf -inf unknown –
mp -67480.9 -70000.7 unknown 69.05%
mp-fw inf -73462.7 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -67367.3 -69983.5 unknown 67.91%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -227.344 -inf unknown 0.29%
smac 0 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -66930.4 -69328.1 unknown 73.07%
dd-ls3 -67880.1 -69051.2 unknown 73.07%
dd-ls4 -66959.3 -69353.3 unknown 68.48%
fgmd inf -inf unknown –
fm-bca -68444.4 -70258 unknown 67.62%
fm -68387 -77283 unknown 68.19%
fw -68501.9 -inf unknown 69.05%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -36315.5 -inf unknown 8.31%
ipfpu -36643.4 -inf unknown 7.74%
lsm -18136.4 -inf unknown 1.15%
mp -67849.2 -69991.1 unknown 68.19%
mp-fw -68287.4 -71586.3 unknown 65.90%
mpm inf -inf unknown –
mp-mcf -67367.3 -69743.5 unknown 67.91%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -227.344 -inf unknown 0.29%
smac 0 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: