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Benchmarks
Semantic Mapping on SemanticKITTI sequence 04
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23.01
Bicycle IoU
Spatio-Temporal Semantic Mapping
17.862
19.1985
20.535
21.8715
Jun 21, 2026
Bicycle IoU
Person IoU
Parking IoU
Sidewalk IoU
Other Ground IoU
Building IoU
Trunk IoU
Pole IoU
Overall Accuracy (OA)
Weighted IoU (wIoU)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Bicycle IoU
Person IoU
Parking IoU
Sidewalk IoU
Other Ground IoU
Building IoU
Trunk IoU
Pole IoU
Overall Accuracy (OA)
Weighted IoU (wIoU)
Spatio-Temporal Semantic Mapping
2026.06
23.01
53.4
91.03
60.48
60.5
78.17
65.29
60.9
70.1
54.28
S-BKI
2026.06
20.33
49.25
88.2
53.42
54.49
79.71
63.5
53.04
64.18
49.24
S-CSM
2026.06
18.06
48.54
87.23
52.43
59.11
76.76
60.13
62.05
63.5
46.12
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