Share your thoughts, 1 month free Claude Pro on usSee more

3D Point Cloud Classification on ShapeNet-C

82.04Accuracy (Uniform Noise)

SVWA

Updated 1mo ago

Evaluation Results

Method	Links
SVWA 2026.06		82.04	80.31	24.93	70.98	81.39	78.84	79.19	82.84	81.4	78.11	67.86	80.07	75.06	11.35	11.79	65.74
MAMVI 2026.06		81.7	79.11	21.54	67.25	81.42	79.72	80.26	84.96	83.98	81.27	69.17	84.59	78.75	12.94	14.94	66.77
SMART-PC 2026.06		80.8	78.9	8.9	60.4	81.8	81.1	81.7	84.8	78.4	80.8	63.7	84.9	79.8	11.5	8.8	64.4
PG-SF 2026.06		79.21	75.43	22.46	68.38	78.95	76.78	77.12	83.52	80.73	79.24	64.91	83.55	76.08	10.15	9.55	64.4
PG-SP 2026.06		78.63	76.52	15.78	72.7	78.78	76.49	77.18	83.28	81.18	79.05	63.36	83.07	76.33	9.85	10.34	64.17
MATE 2026.06		77.8	74.7	4.3	66.2	78.6	76.3	75.3	86.1	86.6	79.2	56.1	84.1	76.1	12.3	13.1	63.1
Source Only 2026.06		77.34	71.78	8.64	54.51	77.9	75.5	76.06	85.25	76.42	80.48	57.08	85.12	76.05	10.97	7.13	61.35
DUA 2026.06		76.1	70.1	14.3	60.9	76.2	71.6	72.9	80	83.8	77.1	57.5	75	72.1	11.9	12.1	60.77
MEMO 2026.06		75.27	71.58	12.47	68.03	70.86	75.88	76.76	84.4	83.7	79.98	65.63	83.53	76.1	10.63	11.49	64.3
TTT-Rot 2026.06		74.6	72.4	23.1	59.9	74.9	73.8	75	81.4	82	69.2	49.1	79.9	72.7	14	12	60.9
LAME 2026.06		72.88	66.9	4.9	58.43	64.48	73.54	74.63	84.4	83.58	78.45	53.44	83.36	75.25	10.39	8.48	60.85
BFTT3D 2026.06		72.58	65.91	10.57	60.86	67.78	73.45	74.38	84.55	83.52	78.58	57.96	83.71	75.17	11.95	10	60.73
SAR 2026.06		72.49	67.68	9.65	64.26	67.12	73.14	73.84	82.44	81.62	77.54	59.56	81.6	72.55	9.58	10.52	61.46
TENT 2026.06		71.9	67.48	9.29	63.53	66.87	72.55	73.48	82.09	81.35	76.56	59.82	81.03	72.65	8.52	8.93	61.01
PL 2026.06		70.3	64.2	7.86	58	64.22	72.25	71.61	79.92	79.16	74.9	59.25	78.3	72.19	10.3	10.5	59.41
T3A 2026.06		66.69	64.18	14	59.4	67.14	64.32	64.9	71.07	66.69	66.34	54.76	69.42	64.15	9.89	10.46	54.23
SHOT 2026.06		27.78	21.97	3.26	22.81	23.24	24.27	31.22	33.86	31	27.86	22.57	34.19	28.73	3.48	2.77	22.84