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ResearchFormerly WizWand

RICO

Benchmarks

TaskDatasetSOTA resultTrendResults

Unconditional Layout Generation

Rico

2.96FID

55

Conditional layout generation (Category to Size and Position)

Rico

1.85FID

27

RICO ScreenQA

89.59Accuracy

12

UI component detection

RICO (test)

51.8AP

10

UI Screen Classification

RICO SCA

93.3Accuracy

7

Conditional Layout Generation

Rico (test)

3.03FID

6

Human-computer interface generation

RICO

0.021MSE

5

Layout Refinement

Rico

1.85FID

5

Layout Refinement

RICO (test)

81.6mIoU

3

Layout Completion

RICO (test)

0.732mIoU

3

Generation from Relationships (Gen-R)

RICO (test)

42.4mIoU

3

Generation from Types and Sizes (Gen-TS)

RICO (test)

62mIoU

3

Generation from Types (Gen-T)

RICO (test)

43.2mIoU

3