Evaluation / Virtual staging
A transparent readout of 20 Vizahome product-test API runs: model, task mix, latency, and the blind-review work still pending.
Vizahome product test
Controlled product-test scenes only. API completion measures whether a run returned a result; it does not measure visual quality.
Retry rule: First-round outputs only. No automatic task retries.
Run window: 2026-10-24T17:43:37.730448Z to 2026-10-24T18:07:17.523517Z · 0 failed API tasks
Only whole-001 has a generated result stored locally. The other remote result locations are intentionally not displayed.
Create a cohesive farmhouse living room using all reference products while preserving non-target details and room architecture.
Durations come from the recorded API run. “Not published” means no local generated image is available for this public page.
| Sample | Recorded task | Type | Duration | Output |
|---|---|---|---|---|
| whole-001Farmhouse living room | Recorded taskCreate a cohesive farmhouse living room using all reference products while preserving non-target details and room architecture. | Typemulti-product | Duration71.0 s | OutputLocal archive |
| whole-002Industrial living room | Recorded taskCreate a cohesive industrial living room using all reference products while preserving non-target details and room architecture. | Typemulti-product | Duration149.7 s | OutputNot published |
| whole-003Rustic living room | Recorded taskCreate a cohesive rustic living room using all reference products while preserving non-target details and room architecture. | Typemulti-product | Duration70.3 s | OutputNot published |
| whole-004Scandinavian living room | Recorded taskCreate a cohesive scandinavian living room using all reference products while preserving non-target details and room architecture. | Typemulti-product | Duration67.6 s | OutputNot published |
| whole-005Mid-century dining room | Recorded taskCreate a cohesive mid-century dining room using all reference products while preserving non-target details and room architecture. | Typemulti-product | Duration73.1 s | OutputNot published |
| whole-006Boho dining room | Recorded taskCreate a cohesive boho dining room using all reference products while preserving non-target details and room architecture. | Typemulti-product | Duration76.0 s | OutputNot published |
| whole-007Scandinavian home office | Recorded taskCreate a cohesive scandinavian home office using all reference products while preserving non-target details and room architecture. | Typemulti-product | Duration83.1 s | OutputNot published |
| whole-008Industrial home office | Recorded taskCreate a cohesive industrial home office using all reference products while preserving non-target details and room architecture. | Typemulti-product | Duration65.5 s | OutputNot published |
| single-001Modern home office | Recorded taskPlace the reference LACK Side table, black-brown naturally in this modern home office while preserving non-target details and room architecture. | Typesingle-product | Duration63.2 s | OutputNot published |
| single-002Modern basement | Recorded taskPlace the reference UPPLAND Sofa, Kelinge beige naturally in this modern basement while preserving non-target details and room architecture. | Typesingle-product | Duration71.3 s | OutputNot published |
| single-003Rustic basement | Recorded taskPlace the reference STOCKHOLM 2025 Sofa, Sundhamn beige naturally in this rustic basement while preserving non-target details and room architecture. | Typesingle-product | Duration62.6 s | OutputNot published |
| single-004Art deco attic | Recorded taskPlace the reference LISTERBY Coffee table, dark-brown beech veneer naturally in this art deco attic while preserving non-target details and room architecture. | Typesingle-product | Duration62.4 s | OutputNot published |
| single-005Farmhouse attic | Recorded taskPlace the reference LACK Side table, black-brown naturally in this farmhouse attic while preserving non-target details and room architecture. | Typesingle-product | Duration64.2 s | OutputNot published |
| single-006Coastal bedroom | Recorded taskPlace the reference KIVIK Sofa, Tibbleby beige/gray naturally in this coastal bedroom while preserving non-target details and room architecture. | Typesingle-product | Duration59.0 s | OutputNot published |
| single-007Scandinavian bedroom | Recorded taskPlace the reference UPPLAND Sofa, Kelinge beige naturally in this scandinavian bedroom while preserving non-target details and room architecture. | Typesingle-product | Duration62.1 s | OutputNot published |
| single-008Mid-century bedroom | Recorded taskPlace the reference STOCKHOLM 2025 Sofa, Sundhamn beige naturally in this mid-century bedroom while preserving non-target details and room architecture. | Typesingle-product | Duration60.9 s | OutputNot published |
| single-009Traditional bedroom | Recorded taskPlace the reference LISTERBY Coffee table, dark-brown beech veneer naturally in this traditional bedroom while preserving non-target details and room architecture. | Typesingle-product | Duration64.4 s | OutputNot published |
| single-010Empty living room | Recorded taskPlace the reference KIVIK Sofa, Tibbleby beige/gray naturally in this empty living room while preserving non-target details and room architecture. | Typesingle-product | Duration68.4 s | OutputNot published |
| single-011Cluttered furnished room | Recorded taskPlace the reference LACK Side table, black-brown naturally in this cluttered furnished room while preserving non-target details and room architecture. | Typesingle-product | Duration63.4 s | OutputNot published |
| single-012Living room flooring | Recorded taskPlace the reference Quick-Step Studio Restoration Oak, QS101 naturally in this living room flooring while preserving non-target details and room architecture. | Typesingle-product | Duration61.3 s | OutputNot published |
Blind review status
The five dimensions below still require completed blind human review. No visual-quality score or pass rate is published for this run.
The requested transformation and every explicit task requirement are achieved.
The requested product retains its identity, shape, and key details.
Unrelated furniture, decor, materials, and surfaces remain unchanged.
Architecture, windows, doors, and room geometry remain intact.
The result is clean, realistic, and free of distracting artifacts.
Public workflow demo prompts
These first-round records come from the public workflow demo manifest. They are not prompts from the measured run above and are not formal evaluation evidence.
Living room · Demo first round
Place the reference sofa naturally while preserving the room architecture.
Bedroom · Demo first round
Create a cohesive coastal bedroom with the reference lounge seating.
Home office · Demo first round
Add the reference table and preserve windows, walls, and daylight.
Style research candidates
Collect reusable, generic interior-style features without treating an unverified social post as a trend claim. These are candidates for review, not a trend ranking.
Evidence rule. A specific public source URL and captured engagement evidence are required before describing a candidate as popular or high-performing. No Pinterest or Reddit performance claim is recorded here.
Generation boundary. Extract only abstract features such as palette, material, silhouette, texture, and lighting. Generate a new design from scratch; never supply the copyrighted reference image as a generation input or reproduce recognizable composition, artwork, decor, or other identifying details. Specific products require official authorization and approved assets.
Generic style label
Generic style label
Generic style label