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: