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Papers Benchmarks Datasets Tasks

3D Layout Generation research benchmarks · SOTA2 Research

3D Layout Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LayoutVLM benchmark

97.3CF

8

Apr 20, 2026

3D Layout Generation Dataset

26.67CLIP Score

4

May 11, 2026

3D Layout Generation Dataset Restaurant

32.42CLIP Score

4

May 11, 2026

3D Layout Generation Dataset Music Room

30.28CLIP Score

4

May 11, 2026

3D Layout Generation Dataset Living Room

26.56CLIP Score

4

May 11, 2026

3D Layout Generation Dataset Kitchen

25.07CLIP Score

4

May 11, 2026

3D Layout Generation Dataset (Gym)

30.97CLIP Score

4

May 11, 2026

3D Layout Generation Dataset Game Room

25.32CLIP Score

4

May 11, 2026

3D Layout Generation Dataset (Bookstore)

21.63CLIP Score

4

May 11, 2026

3D Layout Generation Dataset Bedroom

28.81CLIP Score

4

May 11, 2026

3D Layout Generation Dataset (Bathroom)

24.75CLIP Score

4

May 11, 2026

User Study (test)

1,905Elo Rating

4

May 11, 2026

3D Layout Reasoning Dataset

3.2Runtime (min)

4

May 11, 2026

User Study 150 participants

6.7Realism Score

4

May 11, 2026

Open-Universe 3D Layout Generation Average

83.8CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Deli

83.8CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Game Room

88.9CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Florist Shop

88.9CF Score

4

Feb 26, 2026

Open-Universe 3D Layout Generation Children Room

100CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Buffet Restaurant

100CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Bookstore

100CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Computer Room

100CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Classroom

88.9CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Dining Room

88.9CF

4

Feb 26, 2026

Open-Universe 3D Layout Generation Living Room

77.8CF

4

Feb 26, 2026

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Open-Universe 3D Layout Generation 3D Layout Generation Dataset 3D Layout Generation User Study Open-Universe

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