A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs12”

This page shows the benchmarks results for the dataset instance “pairs12”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -62000.5 -76568.6 unknown 38.40%
dd-ls3 -62114.2 -75624.4 unknown 39.50%
dd-ls4 -62167.7 -75797.9 unknown 38.40%
fgmd inf -inf unknown
fm-bca inf -inf unknown
fm -66216.6 -75750.9 unknown 55.80%
fw -66906.3 -inf unknown 54.70%
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 -62000.5 -73656.8 unknown 38.40%
dd-ls3 -62114.2 -73388 unknown 39.50%
dd-ls4 -62167.7 -73955.8 unknown 38.40%
fgmd inf -inf unknown
fm-bca -67051.5 -70150 unknown 60.50%
fm -67066.8 -75750.9 unknown 61.88%
fw -66948.9 -inf unknown 54.14%
ga inf -inf unknown
hbp inf -inf unknown
ipfps inf -inf unknown
ipfpu -38421.5 -inf unknown 15.75%
lsm inf -inf unknown
mp -65686.6 -69072.2 unknown 55.52%
mp-fw inf -72011.8 unknown 0.00%
mpm inf -inf unknown
mp-mcf -65618.4 -69168.1 unknown 54.14%
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 -65274.1 -68493.4 unknown 63.54%
dd-ls3 -63391.7 -68720 unknown 57.73%
dd-ls4 -62167.7 -70762 unknown 38.40%
fgmd inf -inf unknown
fm-bca -67279.3 -69239.4 unknown 60.50%
fm -67218.4 -75750.9 unknown 63.26%
fw -66948.9 -inf unknown 54.14%
ga inf -inf unknown
hbp inf -inf unknown
ipfps -38141 -inf unknown 9.39%
ipfpu -38421.5 -inf unknown 15.75%
lsm inf -inf unknown
mp -65931.4 -68978.1 unknown 53.87%
mp-fw inf -72011.8 unknown 0.00%
mpm inf -inf unknown
mp-mcf -65835.2 -68966.8 unknown 54.70%
pm inf -inf unknown
rrwm inf -inf unknown
sm -181.802 -inf unknown 0.28%
smac 0 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -65274.1 -68379.7 unknown 63.54%
dd-ls3 -66015.9 -67966.5 unknown 61.88%
dd-ls4 -64796.8 -68270.3 unknown 60.22%
fgmd inf -inf unknown
fm-bca -67279.3 -69174.2 unknown 60.50%
fm -67224.8 -75750.9 unknown 61.33%
fw -66948.9 -inf unknown 54.14%
ga inf -inf unknown
hbp inf -inf unknown
ipfps -38141 -inf unknown 9.39%
ipfpu -38421.5 -inf unknown 15.75%
lsm inf -inf unknown
mp -65931.4 -68972.2 unknown 53.87%
mp-fw -66956.4 -70371.8 unknown 55.52%
mpm inf -inf unknown
mp-mcf -65835.2 -68662.4 unknown 54.70%
pm inf -inf unknown
rrwm inf -inf unknown
sm -181.802 -inf unknown 0.28%
smac 0 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: