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Benchmarks
Semantic Mapping on SemanticKITTI (scenes 6-10)
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6.25
FPS
SLIM-VDB*
-0.146
1.5145
3.175
4.8355
Dec 15, 2025
FPS
Memory (GB)
Updated 4d ago
Evaluation Results
Method
Method
Links
FPS
Memory (GB)
SLIM-VDB*
Update Framework=Non-B...
2025.12
6.25
0.67
VoxField
Update Framework=Non-B...
2025.12
4.43
3.06
SLIM-VDB^C
Update Framework=Bayes...
2025.12
1.69
2.6
ConvBKI
Update Framework=Bayes...
2025.12
0.53
27.73
SNI SLAM
Update Framework=Non-B...
2025.12
0.13
19.43
SEE-CSOM
Update Framework=Bayes...
2025.12
0.1
10.98
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