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ResearchFormerly WizWand

3D Indoor Scene Synthesis

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Bedroom (Standard Split)

45.9CNR

13

Feb 26, 2026

Conventional Manhattan environments standard (test)

1,199.7OOB

7

Jul 3, 2026

Avg. Bed + Living (Standard Split)

37.1OBR

7

Feb 26, 2026

Living Room (Standard Split)

28OBR

7

Feb 26, 2026

3D-FRONT rectangular-only subset of 3 × 257 scenes (all)

4.6OOB

6

Mar 24, 2026

Dining + Study Average (Generalization Split)

17OBR (Object Realism)

5

Feb 26, 2026

Study Room (Generalization Split)

16.6Object Realism (OBR)

5

Feb 26, 2026

Dining Room (Generalization Split)

19.2OBR

5

Feb 26, 2026

3.76Physical Plausibility

5

Feb 26, 2026

Human Evaluation Study Generated 3D Scenes

2.506Overall Score

4

May 8, 2026