Bria FIBO

AI Image Editing Model

Image $$ · 4¢

Bria's 8B parameter model for controlled text-to-image generation with structured JSON prompts, trained exclusively on licensed data

Bria FIBO Benchmarks

Bria FIBO is ranked #37 in Image Editing with an Elo of 1097 on the Lumenfall Arena, where real users pick the better image in blind comparisons. These rankings are based on 1 blind-vote competition.

Lumenfall Arena
#37
Image Editing
1097 Elo

Image Editing Landscape

Competition Results

Image Editing

Photorealism

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Bria FIBO edited result for Bald man challenge
Original image before Bria FIBO editing
Before After
#37
Bald man challenge
43 models
Image Editing
Edit instruction

“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”

Image Editing

Preservation

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Bria FIBO edited result for Bald man challenge
Original image before Bria FIBO editing
Before After
#37
Bald man challenge
43 models
Image Editing
Edit instruction

“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”

Image Editing

Lighting, Shadows & Materials

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Bria FIBO edited result for Bald man challenge
Original image before Bria FIBO editing
Before After
#37
Bald man challenge
43 models
Image Editing
Edit instruction

“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”

Image Editing

Face & Identity

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Bria FIBO edited result for Bald man challenge
Original image before Bria FIBO editing
Before After
#37
Bald man challenge
43 models
Image Editing
Edit instruction

“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”

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