Table 5 Comparison of F-score (F-S.) and...

Table 5

Comparison of F-score (F-S.) and Normal Consistency (N.C.) for the ABC Dataset.

Method	Noisefree		Original		ExtraNoisy
Method	F-S.↑	N.C.↑	F-S.↑	N.C.↑	F-S.↑	N.C.↑
PGR [33]	0.836	0.916	0.543	0.677	0.270	0.793
Neural-Pull [3]	0.740	0.793	0.531	0.716	0.192	0.611
POCO [5]	0.882	0.953	0.757	0.883	0.391	0.821
NKSR [24]	0.766	0.897	0.520	0.662	0.159	0.547
Geo-UDF [41]	0.956	0.970	0.537	0.670	0.169	0.577
CAP-UDF [55]	0.916	0.949	0.533	0.662	0.167	0.566
LevelSetUDF [56]	0.927	0.944	0.550	0.704	0.158	0.590
LPSR (Ours)	0.897	0.933	0.763	0.891	0.352	0.801

Method	Noisefree		Original		ExtraNoisy
Method	F-S.↑	N.C.↑	F-S.↑	N.C.↑	F-S.↑	N.C.↑
PGR [33]	0.836	0.916	0.543	0.677	0.270	0.793
Neural-Pull [3]	0.740	0.793	0.531	0.716	0.192	0.611
POCO [5]	0.882	0.953	0.757	0.883	0.391	0.821
NKSR [24]	0.766	0.897	0.520	0.662	0.159	0.547
Geo-UDF [41]	0.956	0.970	0.537	0.670	0.169	0.577
CAP-UDF [55]	0.916	0.949	0.533	0.662	0.167	0.566
LevelSetUDF [56]	0.927	0.944	0.550	0.704	0.158	0.590
LPSR (Ours)	0.897	0.933	0.763	0.891	0.352	0.801