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Benchmarks
Scene Type Classification on ScanNet v2 (test)
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70.7
Accuracy (0-shot)
UniScene3D
-1.996
16.877
35.75
54.623
Apr 2, 2026
Accuracy (0-shot)
Accuracy (1-shot)
Accuracy (5-shot)
Accuracy (10-shot)
Updated 13d ago
Evaluation Results
Method
Method
Links
Accuracy (0-shot)
Accuracy (1-shot)
Accuracy (5-shot)
Accuracy (10-shot)
UniScene3D
Input=CPM, Evaluation...
2026.04
70.7
43.2
72.4
83.7
POMA-3D
Input=PM, Evaluation P...
2026.04
63.9
32.2
64.9
74.1
FG-CLIP
Input=I, Evaluation Pr...
2026.04
49.5
40
62
77.5
DFN
Input=I, Evaluation Pr...
2026.04
41.6
40.5
60.1
77.5
SigLIP2
Input=I, Evaluation Pr...
2026.04
36
36.6
57.8
77.9
Uni3D-g
Input=PC, Evaluation P...
2026.04
8.6
21.4
37.1
45.4
3D-VisTA
Input=PC, Evaluation P...
2026.04
1.9
28.9
49.4
55
SceneVerse
Input=PC, Evaluation P...
2026.04
0.8
24
51.1
64.2
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