Point Cloud Classification on SKM (test) benchmark leaderboard · SOTA2 Research

Point Cloud Classification on SKM (test)

99.79BridgeEyeNet

Evaluation Results

Method	Links
EyeNet2026.06		99.79	90.82	82.09	50.69	11.58	87.9	21.97	96.37	86.32	67.65	80.45	59.95
RandLA-Net2026.06		99.23	89.23	69.16	51.19	24.37	86	24.07	95.13	85.56	67.3	78.81	59.33
RFFS-Net2026.06		99.2	89.28	42.05	76.22	50.01	87.22	33.54	42.24	82.19	64.97	75.25	48.21
CGA-Net2026.06		98.95	84.66	76.2	58.44	19.12	91.35	12.76	95.14	85.03	67.08	78.21	58.06
GeoSegNet2026.06		98.08	74.19	44.94	29.87	34.23	89.31	33.11	11.28	73	51.88	63.01	35.42
GSFF2026.06		97.88	85.93	70.23	75.74	55	88.64	55.15	99.62	87.38	78.52	82.22	64.9
EMPC2026.06		96.96	90.57	68.13	66.04	22.14	87.39	49.08	99.94	84.9	72.53	78.73	61.6
MAMPC2026.06		87.89	79.13	70.4	60.33	39.22	96.08	59.26	99.67	79.29	74	72.06	51.9
BAAF-Net2026.06		77.91	54.13	65.54	23.37	6.47	51.04	11.13	44.75	62.14	41.79	49.6	32.27