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Benchmarks
Class-Agnostic 3D Instance Segmentation on ScanNet++ 1554 classes 1.0 (val)
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22.2
AP
Any3DIS
7.744
11.497
15.25
19.003
Nov 25, 2024
AP
AP@50
AP@25
Updated 1mo ago
Evaluation Results
Method
Method
Links
AP
AP@50
AP@25
Any3DIS
2D Segmenter=SAM2-L
2024.11
22.2
35.8
47
Open3DIS
2D Segmenter=SAM-HQ
2024.11
20.7
38.6
47.1
Segment3D
2D Segmenter=SAM-HQ
2024.11
19
29.7
41.6
Open3DIS
2D Segmenter=SAM2-L
2024.11
17.9
30.4
39.7
SAI3D
2D Segmenter=SAM-HQ
2024.11
17.1
31.1
49.5
SAMPro3D
2D Segmenter=SAM-HQ
2024.11
16.9
31.7
48.6
SAM-Graph
2D Segmenter=SAM-HQ
2024.11
15.3
27.2
44.3
SAM3D
2D Segmenter=SAM-HQ
2024.11
8.3
17.5
33.7
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