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Scene Generation on 3DTindo-Bench User Study
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66.7
PR
PRM-guided MCTS
46.628
51.839
57.05
62.261
Jun 4, 2026
PR
SR
LR
IA
AC
Human Average Score
VLM Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
PR
SR
LR
IA
AC
Human Average Score
VLM Average Score
PRM-guided MCTS
exploration-exploitati...
2026.06
66.7
67.8
66.7
67.1
66.7
67
80.5
Deng et al.
2026.06
63.7
61.7
62.7
62.2
64.9
63
70.5
Holodeck
2026.06
61.7
61.5
60.6
61.4
60.1
61.1
62.3
DirectLayout
2026.06
60.4
60.3
60.3
59.5
59
59.9
64.7
LayoutVLM
2026.06
47.4
48.6
49.7
49.8
49.2
48.9
61.2
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