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ResearchFormerly WizWand

Bedroom

Benchmarks

TaskDatasetSOTA resultTrendResults

Secret information extraction

Bedroom

99.99Accuracy

29

Image Generation

Bedroom

14.9FID

22

3D Indoor Scene Synthesis

Bedroom (Standard Split)

45.9CNR

13

Semantic Segmentation

Bedroom dataset

89.47Bed Accuracy

7

Bedroom

28.883PSNR

6

Nonlinear deblurring

Bedroom

22.67PSNR

6

Gaussian deblurring

Bedroom

25.28PSNR

6

Dynamic Reconstruction

Bedroom 1

23.49PSNR

5

3D Scene Synthesis

Bedroom Unseen

28.8Object Count

5

Anti-steganalysis

Bedroom

0.99YeNet Score

5

Semantic Image Generation

Bedroom StyleGAN2 (test)

22.3Semantic Accuracy

5

Image Colorization

Bedroom (test)

90.02AuC

5

Articulated 3D Scene Graph Reconstruction

Bedroom simulated

98.2Mesh Recovery Precision

4

Super-Resolution

Bedroom

26.59PSNR

4

Physical Plausibility Assessment

Bedroom

241.25Total Intersection Volume

4

3D indoor scene synthesis from natural language

Bedroom

70.45iRecall

4

Unconditioned Indoor Scene Generation

Bedroom (test)

123.42FID

4

Indoor Scene Stylization

Bedroom (test)

7.03Delta (1e-3)

4

Indoor Scene Completion

Bedroom (test)

81.83FID

4

Object Placement

Bedroom 4x4 m, rect.

22.6Object Count

3

Indoor Scene Re-arrangement

Bedroom (test)

105.71FID

3

4x Super-resolution

Bedroom

26.587PSNR

2

Label-scarce Semantic Segmentation

Bedroom-28

—Primary metric

0