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Benchmarks
Viewpoint Grounding on Locate-3D (ScanNet++)
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69.13
Performance on Room Type Prompt
UniScene3D
-1.278
17.001
35.28
53.559
Apr 2, 2026
Performance on Room Type Prompt
Performance on Scene Type Prompt
Performance on Detailed Indoor Scene Prompt
Updated 13d ago
Evaluation Results
Method
Method
Links
Performance on Room Type Prompt
Performance on Scene Type Prompt
Performance on Detailed Indoor Scene Prompt
UniScene3D
Input=CPM, Mode=Zero-shot
2026.04
69.13
70.13
72.97
POMA-3D
Input=PM, Mode=Zero-shot
2026.04
61.86
64.71
67.15
FG-CLIP
Input=I, Mode=Zero-shot
2026.04
50.03
58.16
51.82
SigLIP2
Input=I, Mode=Zero-shot
2026.04
47.12
41.44
34.37
DFN
Input=I, Mode=Zero-shot
2026.04
34.7
52.21
48.91
Uni3D-g
Input=PC, Mode=Zero-shot
2026.04
4.57
9
8.14
3D-VisTA
Input=PC, Mode=Zero-shot
2026.04
1.92
1.63
2.07
SceneVerse
Input=PC, Mode=Zero-shot
2026.04
1.43
2.42
0.44
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