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Point Cloud Part Segmentation on ModelNet40

85.97mIoU (instance-average)

nD-RoPE (vector attention)

38.587650.888863.1975.4912Jun 10, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.06
85.97
2026.06
85.76
2026.06
85.07
2026.06
84.92
2026.06
84.66
2026.06
83.8
2026.06
82.75
2026.06
82.65
2026.06
82.58
2026.06
81.92
2026.06
81.66
2026.06
81.42
2026.06
81.4
2026.06
81.13
2026.06
81.06
2026.06
80.98
2026.06
80.91
2026.06
80.85
2026.06
80.82
2026.06
80.48
2026.06
80.15
2026.06
80.14
2026.06
79.98
2026.06
79.13
2026.06
78.9
2026.06
78.86
2026.06
78.15
2026.06
78.09
2026.06
77.94
2026.06
77.86
2026.06
77.51
2026.06
76.48
2026.06
76.14
2026.06
76.07
2026.06
75.25
2026.06
75.12
2026.06
73.74
2026.06
73.35
2026.06
73.23
2026.06
72.52
2026.06
70.16
2026.06
68.95
2026.06
55.37
2026.06
52.71
2026.06
48.22
2026.06
46.13
2026.06
45.25
2026.06
43.78
2026.06
40.41