Lumenfall Arena

Leaderboards

All leaderboards
Text-to-Image
Vote All Results
Image Editing
Vote All Results
Text-to-Video
Vote All Results
Image Upscaling
Vote All Results
Image-to-Video
Vote All Results
Text-to-Vector
Vote All Results
Head to head
Esc

Models · slot A

↑↓ to navigate ↵ to pick
Arena / Models / Bria

Bria

Model evolution · 2025 – 2025
Models
2
Challenges
17
Takes
52
Evolution oldest → newest · 2 versions

How Bria models have evolved

One model per node, oldest to newest, each with a sample of its work. These models do different jobs, like image, video, and upscaling, so the chip on each node names its mode. Compare versions within the same mode.

  1. 2025
    no take
    Bria Creative Upscale
    Feb 2025
  2. 2025
    Latest
    Bria FIBO
    Text-to-Image
    Jun 2025
Head to head

Every challenge, side by side

Each model's take on every challenge in this mode. Modes use different challenges and prompts, so pick one mode at a time; each view stands on its own.

Text-to-Image 13 Image Editing 4
Challenge 4 challenges ↓ · 1 model →
Bria FIBO
Jun 2025
Image Editing

Golden Hour Stroll

1/1 · 4 takes
Image Editing

Golden Hour Stroll

A motion-injection edit test. The model adds wind-driven movement (blowing hair, flying leaves) to a still photo while leaving the rest of the scene intact. The difficulty is making motion look physically plausible without distorting the subject or background.

Edit instruction
“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”
Judged on
  • Motion Realism
  • Hair & Cloth Dynamics
  • Edit Localization
  • Photorealism
View full challenge
Edited result
Original image
Before After
Edited result
Original image
Before After
Edited result
Original image
Before After
Edited result
Original image
Before After
4
Image Editing

Studio Ghibli Anime Style

1/1 · 3 takes
Image Editing

Studio Ghibli Anime Style

A style-transfer test. The model must convert a photo into a convincing hand-painted anime look while preserving the original composition and subject, so the result reads as a genuine illustration rather than a filter laid over the photo.

Edit instruction
“Transform this photo into a Studio Ghibli–inspired illustration. Use soft pastel colors, hand-painted textures, gentle lighting, dreamy backgrounds, and a warm, nostalgic mood”
Judged on
  • Style Fidelity
  • Composition Retention
  • Color & Lighting
  • Hand-Painted Texture
View full challenge
3
Image Editing

Over-the-top cartoon caricature

1/1 · 3 takes
Image Editing

Over-the-top cartoon caricature

A stylized edit test. The model has to exaggerate features for a caricature while keeping the subject recognizable, and work in the requested story elements (profession, dogs, hockey). It balances recognizable likeness against deliberate distortion.

Edit instruction
“Create a caricature of me and my job. Make it exaggerated and humorous, incorporating my profession as a tv show anchor and my love for dogs and hockey.”
Judged on
  • Likeness Retention
  • Caricature Exaggeration
  • Prompt Element Coverage
  • Style Consistency
View full challenge
3
Image Editing

Bald man challenge

1/1 · 3 takes
Image Editing

Bald man challenge

A targeted edit test. Adding a realistic head of hair requires a believable hairline and texture while keeping the face, expression, and lighting unchanged. Common failures are wig-like or pasted-on hair and subtle changes to the underlying face.

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.”
Judged on
  • Natural Hairline
  • Hair Texture
  • Identity Preservation
  • Lighting Consistency
View full challenge
Edited result
Original image
Before After
Edited result
Original image
Before After
Edited result
Original image
Before After
3