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Image-to-3D generation on Google Scanned Objects (GSO)
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52.5
CLIP Similarity
TriMM
47.612
48.881
50.15
51.419
Aug 21, 2025
CLIP Similarity
PSNR
Chamfer Distance (CD)
F-Score (0.05)
F-Score (0.1)
Updated 4d ago
Evaluation Results
Method
Method
Links
CLIP Similarity
PSNR
Chamfer Distance (CD)
F-Score (0.05)
F-Score (0.1)
TriMM
Training Data Size=80K
2025.08
52.5
14.34
0.034
60.7
78.6
Trellis
Training Data Size=500K
2025.08
51.4
14.27
0.035
61.2
77.5
InstantMesh
Training Data Size=270K
2025.08
50.5
14.17
0.058
45.7
65.4
LGM
Training Data Size=80K
2025.08
50.3
14.32
0.072
32.7
52.5
CRM
Training Data Size=376K
2025.08
49.7
13.83
0.043
56.2
75.6
Baseline
Description=Generative...
2025.08
48.2
13.37
0.061
42.7
59.1
TripoSR
2025.08
47.8
13.05
0.096
40.9
56.4
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