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Point Cloud Classification on ScanObjectNN v1 (test)

100ASR

PGD

Updated 4d ago

Evaluation Results

Method
PGD 2025.12	100	0.002	0.0731	2.722	0.0031	0.0764	0.0499	1,019
IFGM 2025.12	100	0.0006	0.063	0.993	0.0026	0.0183	0.0146	762
GeoA3 2025.12	100	0.0003	0.0066	1.355	0.0013	0.0057	0.0049	933
AOF 2025.12	100	0.0006	0.0048	0.924	0.0016	0.0346	0.0181	675
SI-Adv 2025.12	100	0.0001	0.0112	0.4	0.0012	0.0215	0.0049	972
SCP 2025.12	100	0.0001	0.0042	0.665	0.0009	0.0013	0.0017	32
PGD 2025.12	100	0.0019	0.0103	2.766	0.0015	0.0796	0.0509	1,024
IFGM 2025.12	100	0.0005	0.0084	0.891	0.0012	0.0335	0.0226	1,024
GeoA3 2025.12	100	0.0009	0.0089	1.508	0.0021	0.0434	0.0224	1,024
AOF 2025.12	100	0.0008	0.0038	1.084	0.0011	0.0426	0.0251	1,024
SI-Adv 2025.12	100	0.0003	0.0056	0.752	0.001	0.0128	0.0153	1,024
SCP 2025.12	100	0.0002	0.0046	0.691	0.0016	0.0038	0.0038	60
PGD 2025.12	100	0.0018	0.0148	2.636	0.0014	0.0748	0.049	1,024
IFGM 2025.12	100	0.0003	0.0046	0.819	0.0011	0.0228	0.0159	1,024
GeoA3 2025.12	100	0.0006	0.0083	1.05	0.0012	0.0426	0.0213	1,024
AOF 2025.12	100	0.0012	0.0037	1.029	0.0011	0.0422	0.0243	1,024
SI-Adv 2025.12	100	0.0007	0.0119	1.221	0.0012	0.0225	0.0209	1,024
SCP 2025.12	100	0	0.0078	0.366	0.0011	0.0025	0.0018	53
PGD 2025.12	100	0.0021	0.0137	2.604	0.0016	0.0811	0.0516	1,024
IFGM 2025.12	100	0.0005	0.0152	0.962	0.0015	0.0321	0.0194	1,024
GeoA3 2025.12	100	0.0006	0.009	1.083	0.0018	0.0359	0.0201	1,024
AOF 2025.12	100	0.0008	0.0026	0.967	0.001	0.0398	0.0251	1,024
SI-Adv 2025.12	100	0.0003	0.0089	0.868	0.0013	0.0083	0.0126	1,024
SCP 2025.12	100	0.0001	0.009	0.879	0.0014	0.0029	0.0027	51
CoSA 2026.01	100	-	-	-	-	-	-	-
CoSA 2026.01	99.7	-	-	-	-	-	-	-
CoSA 2026.01	97.7	-	-	-	-	-	-	-
CFG 2026.01	89.1	-	-	-	-	-	-	-
CoSA 2026.01	81.3	-	-	-	-	-	-	-
CoSA 2026.01	75.8	-	-	-	-	-	-	-
CoSA 2026.01	75.7	-	-	-	-	-	-	-
CoSA 2026.01	73.6	-	-	-	-	-	-	-
CFG 2026.01	70.6	-	-	-	-	-	-	-
CoSA 2026.01	69.2	-	-	-	-	-	-	-
CoSA 2026.01	67.2	-	-	-	-	-	-	-
CoSA 2026.01	66.2	-	-	-	-	-	-	-
CoSA 2026.01	63.6	-	-	-	-	-	-	-
CFG 2026.01	62.9	-	-	-	-	-	-	-
CoSA 2026.01	60	-	-	-	-	-	-	-
CFG 2026.01	56.7	-	-	-	-	-	-	-