Point Cloud Classification on ShapeNet benchmark leaderboard · SOTA2 Research

Point Cloud Classification on ShapeNet

98.08EidosPWaveP

Evaluation Results

Method	Links
PWaveP2026.02		98.08	96.1	98.12	86.46	98.68
PointCVAR2026.02		97.74	97.75	97.77	86.7	97.22
PWaveP2026.02		97.35	97.03	97.92	72.89	97.74
Ada3Diff2026.02		97.24	95.22	93.44	72.79	69.85
PWaveP2026.02		96.85	90.25	97.15	79.67	94.43
PointCVAR2026.02		96.84	96.86	97.58	76.2	97.19
PFourierP2026.02		96.3	88.19	96.86	59.92	94.11
PointCVAR2026.02		96.13	85.81	94.94	74.89	93
PWaveP2026.02		96.12	93.72	97.13	78.26	95.53
PFourierP2026.02		96.03	91.46	97.73	71.5	95.59
Ada3Diff2026.02		95.77	95.22	96.56	77.39	55.63
PFourierP2026.02		95.39	90.91	97.1	76.23	92.95
PFourierP2026.02		95.38	96.81	97.97	70.71	97.04
PointCVAR2026.02		91.28	87.84	96.23	75.87	89.44
SOR2026.02		87.43	77.37	87.42	76.92	86.41
SOR2026.02		87.38	94.87	78.09	65.12	87.73
ROR2026.02		85.31	92.94	75.96	61.77	77.33
SOR2026.02		85.13	83.01	90.21	78.22	85
Ada3Diff2026.02		83.82	83.09	59.74	75.37	73.71
SOR2026.02		83.73	78.23	90.29	70.96	82.37
Ada3Diff2026.02		79.96	61.21	64.34	63.05	54.41
ROR2026.02		78.58	79.21	88.08	73.1	70.8
ROR2026.02		76.85	78.98	88.97	65.41	71.57
ROR2026.02		72.82	77.07	83.7	71.48	75.13
No Defense2026.02		2.02	0.18	3.88	0	1.1
No Defense2026.02		1.1	0	0	9.41	0.92
No Defense2026.02		0.55	0	0	3.68	0.55
No Defense2026.02		0	0	5.94	0	0.92