A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “hotel”

This page shows the benchmarks results for the dataset “hotel”. The reported values, bounds and accuracies are averaged across all instances of the dataset.

Run time 1s

method avg value avg bound feasible optimal accuracy
dd-ls0 -4293 -4293.81 105 / 105 105 / 105 99.81%
dd-ls3 -4293 -4293.64 105 / 105 105 / 105 99.81%
dd-ls4 -4290.81 -4296.55 105 / 105 103 / 105 99.59%
fgmd inf -inf 0 / 105 0 / 105
fm-bca -4293 -4300.38 105 / 105 105 / 105 99.81%
fm -4292.23 -4405.84 105 / 105 102 / 105 99.62%
fw -4287.51 -inf 105 / 105 102 / 105 98.89%
ga 946.555 -inf 105 / 105 0 / 105 14.51%
hbp inf -inf 102 / 105 102 / 105
ipfps 1050.67 -inf 105 / 105 0 / 105 14.41%
ipfpu 1061.84 -inf 105 / 105 0 / 105 14.54%
lsm inf -inf 3 / 105 0 / 105
mp -4279.9 -4299.21 105 / 105 98 / 105 99.05%
mp-fw -4291.56 -4306.13 105 / 105 104 / 105 99.56%
mpm -2584.64 -inf 105 / 105 45 / 105 77.84%
mp-mcf -4245.26 -4302.6 105 / 105 94 / 105 97.81%
pm 775.269 -inf 105 / 105 0 / 105 33.40%
rrwm 743.823 -inf 105 / 105 0 / 105 15.27%
sm 1085.55 -inf 105 / 105 0 / 105 13.17%
smac -1570.79 -inf 105 / 105 1 / 105 61.17%

Run time 10s

method avg value avg bound feasible optimal accuracy
dd-ls0 -4293 -4293.81 105 / 105 105 / 105 99.81%
dd-ls3 -4293 -4293.31 105 / 105 105 / 105 99.81%
dd-ls4 -4293 -4293.27 105 / 105 105 / 105 99.81%
fgmd inf -inf 0 / 105 0 / 105
fm-bca -4293 -4299.53 105 / 105 105 / 105 99.81%
fm -4292.23 -4405.84 105 / 105 102 / 105 99.62%
fw -4287.51 -inf 105 / 105 102 / 105 98.89%
ga 946.555 -inf 105 / 105 0 / 105 14.51%
hbp -4292.99 -4304.7 105 / 105 105 / 105 99.75%
ipfps 1050.67 -inf 105 / 105 0 / 105 14.41%
ipfpu 1061.84 -inf 105 / 105 0 / 105 14.54%
lsm 1729.32 -inf 105 / 105 0 / 105 12.19%
mp -4284.99 -4299.19 105 / 105 101 / 105 99.30%
mp-fw -4293 -4299.4 105 / 105 105 / 105 99.81%
mpm -2584.64 -inf 105 / 105 45 / 105 77.84%
mp-mcf -4263.98 -4298 105 / 105 98 / 105 98.51%
pm 775.269 -inf 105 / 105 0 / 105 33.40%
rrwm 743.823 -inf 105 / 105 0 / 105 15.27%
sm 1085.55 -inf 105 / 105 0 / 105 13.17%
smac -1570.79 -inf 105 / 105 1 / 105 61.17%

Run time 100s

method avg value avg bound feasible optimal accuracy
dd-ls0 -4293 -4293.81 105 / 105 105 / 105 99.81%
dd-ls3 -4293 -4293.31 105 / 105 105 / 105 99.81%
dd-ls4 -4293 -4293.27 105 / 105 105 / 105 99.81%
fgmd -4283.45 -inf 105 / 105 101 / 105 98.35%
fm-bca -4293 -4299.53 105 / 105 105 / 105 99.81%
fm -4292.23 -4405.84 105 / 105 102 / 105 99.62%
fw -4287.51 -inf 105 / 105 102 / 105 98.89%
ga 946.555 -inf 105 / 105 0 / 105 14.51%
hbp -4292.99 -4304.7 105 / 105 105 / 105 99.75%
ipfps 1050.67 -inf 105 / 105 0 / 105 14.41%
ipfpu 1061.84 -inf 105 / 105 0 / 105 14.54%
lsm 1729.32 -inf 105 / 105 0 / 105 12.19%
mp -4288.88 -4299.19 105 / 105 103 / 105 99.56%
mp-fw -4293 -4296.08 105 / 105 105 / 105 99.81%
mpm -2584.64 -inf 105 / 105 45 / 105 77.84%
mp-mcf -4273.86 -4295.65 105 / 105 100 / 105 98.70%
pm 775.269 -inf 105 / 105 0 / 105 33.40%
rrwm 743.823 -inf 105 / 105 0 / 105 15.27%
sm 1085.55 -inf 105 / 105 0 / 105 13.17%
smac -1570.79 -inf 105 / 105 1 / 105 61.17%

Run time 300s

method avg value avg bound feasible optimal accuracy
dd-ls0 -4293 -4293.81 105 / 105 105 / 105 99.81%
dd-ls3 -4293 -4293.31 105 / 105 105 / 105 99.81%
dd-ls4 -4293 -4293.27 105 / 105 105 / 105 99.81%
fgmd -4283.45 -inf 105 / 105 101 / 105 98.35%
fm-bca -4293 -4299.53 105 / 105 105 / 105 99.81%
fm -4292.23 -4405.84 105 / 105 102 / 105 99.62%
fw -4287.51 -inf 105 / 105 102 / 105 98.89%
ga 946.555 -inf 105 / 105 0 / 105 14.51%
hbp -4292.99 -4304.7 105 / 105 105 / 105 99.75%
ipfps 1050.67 -inf 105 / 105 0 / 105 14.41%
ipfpu 1061.84 -inf 105 / 105 0 / 105 14.54%
lsm 1729.32 -inf 105 / 105 0 / 105 12.19%
mp -4288.88 -4299.19 105 / 105 103 / 105 99.56%
mp-fw -4293 -4295.31 105 / 105 105 / 105 99.81%
mpm -2584.64 -inf 105 / 105 45 / 105 77.84%
mp-mcf -4277.49 -4294.99 105 / 105 102 / 105 98.89%
pm 775.269 -inf 105 / 105 0 / 105 33.40%
rrwm 743.823 -inf 105 / 105 0 / 105 15.27%
sm 1085.55 -inf 105 / 105 0 / 105 13.17%
smac -1570.79 -inf 105 / 105 1 / 105 61.17%

Per Instance Results

Results for individual instances of the dataset are also available: