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ResearchFormerly WizWand

MultiGen

Benchmarks

TaskDatasetSOTA resultTrendResults

Pixel-level Spatial Control (Depth)

MultiGen 20M

28.32RMSE

8

Pixel-level Spatial Control (Canny)

MultiGen-20M

38.94F1 Score

8

Controllable Image Generation

MultiGen-20M (test)

31.98Canny Edge F1 Score

7

Pixel-level Spatial Control (HED)

MultiGen 20M

0.837SSIM

7

Edge-to-image translation

MultiGen Canny Edge

57.06SSIM

6

Depth-to-image translation

MultiGen Depth Map

28.32RMSE

6

Controllable Text-to-Image Generation

MultiGen-20M

11.85FID

5