A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs9”

This page shows the benchmarks results for the dataset instance “pairs9”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -65874.6 -78893.7 unknown 39.44%
dd-ls3 -65864.3 -77703 unknown 39.44%
dd-ls4 -65702.3 -77931.1 unknown 40.00%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -68216.3 -76760.5 unknown 47.78%
fw -68745.1 -inf unknown 50.83%
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 -65874.6 -76051.1 unknown 39.44%
dd-ls3 -65864.3 -75563.5 unknown 39.44%
dd-ls4 -65702.3 -76114.6 unknown 40.00%
fgmd inf -inf unknown –
fm-bca -68576 -71471.8 unknown 45.00%
fm -68583.9 -76760.5 unknown 48.61%
fw -68886.4 -inf unknown 50.83%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -37374.2 -inf unknown 5.00%
lsm inf -inf unknown –
mp -67411.4 -70600.7 unknown 50.56%
mp-fw inf -73467.1 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -67350.1 -70718.9 unknown 50.83%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm inf -inf unknown –
smac inf -inf unknown –

Run time 100s

method value bound optimal accuracy
dd-ls0 -66110.2 -70078.9 unknown 58.33%
dd-ls3 -65864.3 -70280.6 unknown 39.44%
dd-ls4 -65702.3 -73292.7 unknown 40.00%
fgmd inf -inf unknown –
fm-bca -68910.8 -70584.6 unknown 51.67%
fm -68757.6 -76760.5 unknown 49.17%
fw -68886.4 -inf unknown 50.83%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -34546.3 -inf unknown 5.28%
ipfpu -37374.2 -inf unknown 5.00%
lsm inf -inf unknown –
mp -67870 -70493.7 unknown 54.44%
mp-fw inf -73467.1 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -67350.1 -70487.3 unknown 50.83%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -477.86 -inf unknown 0.28%
smac inf -inf unknown –

Run time 300s

method value bound optimal accuracy
dd-ls0 -66312.8 -69922.9 unknown 55.83%
dd-ls3 -67719.9 -69551.8 unknown 57.78%
dd-ls4 -66112 -70024 unknown 54.17%
fgmd inf -inf unknown –
fm-bca -68943.2 -70518 unknown 55.00%
fm -68803.8 -76760.5 unknown 50.56%
fw -68886.4 -inf unknown 50.83%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -34546.3 -inf unknown 5.28%
ipfpu -37374.2 -inf unknown 5.00%
lsm inf -inf unknown –
mp -67870 -70487.1 unknown 54.44%
mp-fw -68880.5 -71955.8 unknown 53.33%
mpm inf -inf unknown –
mp-mcf -67350.1 -70191.8 unknown 50.83%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -477.86 -inf unknown 0.28%
smac inf -inf unknown –

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: