A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “hotel38”

This page shows the benchmarks results for the dataset instance “hotel38”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3898.11.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3898.11 -3898.41 yes 93.33%
dd-ls3 -3898.11 -3898.37 yes 93.33%
dd-ls4 -3898.11 -3906.24 yes 93.33%
fgmd inf -inf no
fm-bca -3898.11 -3952.1 yes 93.33%
fm -3898.11 -4239.13 yes 93.33%
fw -3898.11 -inf yes 93.33%
ga 908.479 -inf no 13.33%
hbp -3898.11 -3956.91 yes 93.33%
ipfps 761.487 -inf no 16.67%
ipfpu 761.487 -inf no 16.67%
lsm inf -inf no
mp -3898.11 -3928.99 yes 93.33%
mp-fw -3898.11 -3961.29 yes 93.33%
mpm 35.9136 -inf no 43.33%
mp-mcf -3217.17 -3954.55 no 90.00%
pm 1003.41 -inf no 16.67%
rrwm 908.479 -inf no 13.33%
sm 862.861 -inf no 16.67%
smac 301.185 -inf no 20.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3898.11 -3898.41 yes 93.33%
dd-ls3 -3898.11 -3898.37 yes 93.33%
dd-ls4 -3898.11 -3898.12 yes 93.33%
fgmd inf -inf no
fm-bca -3898.11 -3951.41 yes 93.33%
fm -3898.11 -4239.13 yes 93.33%
fw -3898.11 -inf yes 93.33%
ga 908.479 -inf no 13.33%
hbp -3898.11 -3956.91 yes 93.33%
ipfps 761.487 -inf no 16.67%
ipfpu 761.487 -inf no 16.67%
lsm 1705.17 -inf no 10.00%
mp -3898.11 -3928.93 yes 93.33%
mp-fw -3898.11 -3921.9 yes 93.33%
mpm 35.9136 -inf no 43.33%
mp-mcf -3894.17 -3913.99 no 100.00%
pm 1003.41 -inf no 16.67%
rrwm 908.479 -inf no 13.33%
sm 862.861 -inf no 16.67%
smac 301.185 -inf no 20.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3898.11 -3898.41 yes 93.33%
dd-ls3 -3898.11 -3898.37 yes 93.33%
dd-ls4 -3898.11 -3898.12 yes 93.33%
fgmd -3898.11 -inf yes 93.33%
fm-bca -3898.11 -3951.41 yes 93.33%
fm -3898.11 -4239.13 yes 93.33%
fw -3898.11 -inf yes 93.33%
ga 908.479 -inf no 13.33%
hbp -3898.11 -3956.91 yes 93.33%
ipfps 761.487 -inf no 16.67%
ipfpu 761.487 -inf no 16.67%
lsm 1705.17 -inf no 10.00%
mp -3898.11 -3928.93 yes 93.33%
mp-fw -3898.11 -3898.11 yes 93.33%
mpm 35.9136 -inf no 43.33%
mp-mcf -3898.11 -3898.11 yes 93.33%
pm 1003.41 -inf no 16.67%
rrwm 908.479 -inf no 13.33%
sm 862.861 -inf no 16.67%
smac 301.185 -inf no 20.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3898.11 -3898.41 yes 93.33%
dd-ls3 -3898.11 -3898.37 yes 93.33%
dd-ls4 -3898.11 -3898.12 yes 93.33%
fgmd -3898.11 -inf yes 93.33%
fm-bca -3898.11 -3951.41 yes 93.33%
fm -3898.11 -4239.13 yes 93.33%
fw -3898.11 -inf yes 93.33%
ga 908.479 -inf no 13.33%
hbp -3898.11 -3956.91 yes 93.33%
ipfps 761.487 -inf no 16.67%
ipfpu 761.487 -inf no 16.67%
lsm 1705.17 -inf no 10.00%
mp -3898.11 -3928.93 yes 93.33%
mp-fw -3898.11 -3898.11 yes 93.33%
mpm 35.9136 -inf no 43.33%
mp-mcf -3898.11 -3898.11 yes 93.33%
pm 1003.41 -inf no 16.67%
rrwm 908.479 -inf no 13.33%
sm 862.861 -inf no 16.67%
smac 301.185 -inf no 20.00%

Other Results for this Dataset

Accumulated results for whole dataset: hotel

Results for individual instances of the dataset: