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Benchmarks
Point Cloud Semantic Segmentation on TrafficScene
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92.38
mIoU
Mlpfseg (light field images)
70.0304
75.8327
81.635
87.4373
Oct 8, 2025
mIoU
Updated 5d ago
Evaluation Results
Method
Method
Links
mIoU
Mlpfseg (light field images)
Image=×, Point Cloud=✓...
2025.10
92.38
Mlpfseg (one view)
Image=✓, Point Cloud=✓...
2025.10
91.5
DGFusion
Image=✓, Point Cloud=✓...
2025.10
90.45
Mseg3D
Image=✓, Point Cloud=✓...
2025.10
90
Baseline
Image=✓, Point Cloud=✓...
2025.10
90
SPVCNN
Image=×, Point Cloud=✓...
2025.10
85.67
MinkowskiNet
Image=×, Point Cloud=✓...
2025.10
84.36
PMF
Image=✓, Point Cloud=✓...
2025.10
74.96
2DPASS
Image=✓, Point Cloud=✓...
2025.10
70.89
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