A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs6”

This page shows the benchmarks results for the dataset instance “pairs6”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -64087.5 -77575.6 unknown 56.62%
dd-ls3 -64361.6 -76568.3 unknown 57.46%
dd-ls4 -64090.2 -76850.1 unknown 57.18%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -67160.5 -77878.8 unknown 67.04%
fw -68224.1 -inf unknown 76.06%
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 -64087.5 -74180.1 unknown 56.62%
dd-ls3 -64361.6 -74453.9 unknown 57.46%
dd-ls4 -64090.2 -75104.8 unknown 57.18%
fgmd inf -inf unknown –
fm-bca -67935.2 -71872.1 unknown 73.80%
fm -67824.3 -77878.8 unknown 69.01%
fw -68236.2 -inf unknown 75.49%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -37762.4 -inf unknown 7.89%
lsm inf -inf unknown –
mp -67372.3 -69727.2 unknown 73.24%
mp-fw inf -72697.8 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -67197 -69785.1 unknown 73.52%
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 -66840.4 -68905.2 unknown 76.90%
dd-ls3 -66522.8 -69149 unknown 72.96%
dd-ls4 -64090.2 -71358.6 unknown 57.18%
fgmd inf -inf unknown –
fm-bca -68255 -70942.7 unknown 75.21%
fm -68101.8 -77878.8 unknown 71.27%
fw -68236.2 -inf unknown 75.49%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -37485.5 -inf unknown 7.61%
ipfpu -37762.4 -inf unknown 7.89%
lsm inf -inf unknown –
mp -67545 -69647.9 unknown 74.65%
mp-fw inf -72697.8 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -67316.8 -69613.9 unknown 74.93%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm 0 -inf unknown 0.00%
smac 0 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -67396.5 -68780.7 unknown 76.90%
dd-ls3 -67957.4 -68603.3 unknown 75.49%
dd-ls4 -66782.2 -68973.1 unknown 72.11%
fgmd inf -inf unknown –
fm-bca -68267 -70880.1 unknown 75.49%
fm -68120.5 -77878.8 unknown 71.55%
fw -68236.2 -inf unknown 75.49%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -37485.5 -inf unknown 7.61%
ipfpu -37762.4 -inf unknown 7.89%
lsm -15562.1 -inf unknown 0.28%
mp -67689.2 -69645 unknown 73.80%
mp-fw -68195.3 -70530.9 unknown 74.93%
mpm inf -inf unknown –
mp-mcf -67373.4 -69401.2 unknown 72.96%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm 0 -inf unknown 0.00%
smac 0 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: