Table 6 Comparison of F-score (F-S.) and...

Table 6

Comparison of F-score (F-S.) and Normal Consistency (N.C.) for the Thingi1OK Dataset.

Method	Noisefree		Original		ExtraNoisy
Method	F-S.↑	N.C.↑	F-S.↑	N.C.↑	F-S.↑	N.C.↑
PGR [33]	0.928	0.952	0.527	0.742	0.244	0.805
Neural-Pull [3]	0.806	0.919	0.591	0.788	0.221	0.589
POCO [5]	0.916	0.941	0.817	0.920	0.394	0.823
NKSR [24]	0.768	0.925	0.671	0.873	0.194	0.559
Geo-UDF [41]	0.975	0.959	0.546	0.754	0.209	0.586
CAP-UDF [55]	0.966	0.958	0.495	0.704	0.211	0.561
LevelSetUDF [56]	0.972	0.963	0.525	0.744	0.185	0.572
LPSR (Ours)	0.910	0.942	0.794	0.889	0.363	0.805

Method	Noisefree		Original		ExtraNoisy
Method	F-S.↑	N.C.↑	F-S.↑	N.C.↑	F-S.↑	N.C.↑
PGR [33]	0.928	0.952	0.527	0.742	0.244	0.805
Neural-Pull [3]	0.806	0.919	0.591	0.788	0.221	0.589
POCO [5]	0.916	0.941	0.817	0.920	0.394	0.823
NKSR [24]	0.768	0.925	0.671	0.873	0.194	0.559
Geo-UDF [41]	0.975	0.959	0.546	0.754	0.209	0.586
CAP-UDF [55]	0.966	0.958	0.495	0.704	0.211	0.561
LevelSetUDF [56]	0.972	0.963	0.525	0.744	0.185	0.572
LPSR (Ours)	0.910	0.942	0.794	0.889	0.363	0.805