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Papers Benchmarks Datasets Tasks

Layout Generation research benchmarks · SOTA2 Research

Layout Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GreenPD 1.0 (test)

13.1FID

15

Feb 26, 2026

Residential BIM dataset (held-out)

82.4Mean Navigability

12

Feb 26, 2026

52.67mIoU (Single)

10

Feb 26, 2026

MesaTask-CTRC benchmark 1.0

46.5Quality Pass Rate (τ=7)

7

Jun 2, 2026

0.13Overlap

6

Feb 26, 2026

0.03Overlap

6

Feb 26, 2026

47.24F1-std

5

May 12, 2026

17.9F1-std

5

May 12, 2026

3D-FRONT Diningroom (test)

19.69FID

5

May 1, 2026

3D-FRONT Livingroom (test)

21.67FID

5

May 1, 2026

3D-FRONT Bedroom (test)

18.85FID

5

May 1, 2026

Web-design (test)

1.37Alignment Score

5

Feb 26, 2026

User Study on Furniture Layout Generation

0.807Reasonability

4

Jun 5, 2026

Popular datasets

3D-Front COCO PKU Visual Genome CGL

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