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Benchmarks
3D Object Segmentation on OGC-DR 1.0 (test)
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92.3
AP
OGC
40.612
54.031
67.45
80.869
Oct 10, 2022
AP
PQ
F1 Score
Precision
Recall
mIoU
RI
Updated 3mo ago
Evaluation Results
Method
Method
Links
AP
PQ
F1 Score
Precision
Recall
mIoU
RI
OGC
Supervision=Unsupervised
2022.10
92.3
85.1
89.4
85.6
93.6
90.8
97.8
OGCsup
Supervision=Supervised
2022.10
90.7
82.6
87.6
83.7
92
89.2
97.7
SSC
Supervision=Unsupervis...
2022.10
74.5
79.2
84.2
92.5
77.3
74.6
91.5
DBSCAN
Supervision=Unsupervised
2022.10
73.9
76
81.6
85.8
77.8
74.7
91.5
WardLinkage
Supervision=Unsupervised
2022.10
72.3
74
82.5
93.9
73.6
69.9
94.3
TrajAffn
Supervision=Unsupervis...
2022.10
42.6
46.7
57.8
69.6
49.4
46.8
80.1
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