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Papers Benchmarks Datasets Tasks

Scene Synthesis research benchmarks · SOTA2 Research

Scene Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Large-Cloud Computing Scale (test)

Phythesis (Full)

1.145PUE

13

Feb 26, 2026

Medium-Cluster Computing Scale (test)

Phythesis (Full)

1.168PUE

13

Feb 26, 2026

Small-Edge Computing Scale (test)

Phythesis (Full)

1.251PUE

13

Feb 26, 2026

HUMANISE (test)

0.738CD

7

Feb 26, 2026

PRO-teXt (test)

0.537CD

7

Feb 26, 2026

3D-FRONT Living room

35.34FID

7

Feb 26, 2026

3D-FRONT Bedroom

21.59FID

7

Feb 26, 2026

25.8FID

5

Mar 25, 2026

27.3FID

5

Mar 25, 2026

8.513D IP

5

Feb 26, 2026

0.0653D IP

5

Feb 26, 2026

3D-FRONT unseen floor plans (test)

4.2OOB Error

4

Mar 24, 2026

3D-FRONT living rooms unseen floor plans (test)

4.5OOB

4

Mar 24, 2026

3D-FRONT bedrooms unseen floor plans (test)

2.9OOB

4

Mar 24, 2026

User Study 10 sets, 31 participants (test)

57.1Top-1 Accuracy (%)

3

Feb 26, 2026

Living Room articulated objects (test)

36Collision (Object)

3

Feb 26, 2026

3D-FRONT Dining Room

38.31FID

3

Feb 26, 2026

Popular datasets

3D-Front PRO-teXt HUMANISE User Study Our Dataset

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