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Benchmarks
Scene Generation on MIT Scene Dataset Average
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58.19
Object Count (NObj)
HDSL
8.4572
21.3686
34.28
47.1914
Jun 8, 2026
Object Count (NObj)
Out-of-Bounds Error (OOB)
Pairwise IoU Error (PIoU)
CLIP Score
Inference Time
Updated 1mo ago
Evaluation Results
Method
Method
Links
Object Count (NObj)
Out-of-Bounds Error (OOB)
Pairwise IoU Error (PIoU)
CLIP Score
Inference Time
HDSL
System Type=Full-system
2026.06
58.19
5
0.07
20.99
383.31
Holodeck
System Type=Full-system
2026.06
43.15
6
2.45
19.81
552.34
LayoutVLM
System Type=Layout-only
2026.06
18.33
8
0.52
-
-
I-Design
System Type=Full-system
2026.06
13.2
54
0.01
19.58
848.9
DirectLayout
System Type=Layout-only
2026.06
10.37
3
0.59
-
-
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