multimodal benchmark
Image2FloorPlan Leaderboard
Image2FloorPlan is an in-house benchmark evaluating multimodal models on generating structured floor plans and interactive frontends directly from images such as design mockups and room photos.
Updated Aug 17, 2026
Models2
Model coverage2
MetricScore
EvidenceB
Image2FloorPlan Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelBY | Score48.0% | Percentile100.0% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score35.9% | Percentile0.0% | Participants2 | EvidenceC | Evaluated |
Image2FloorPlan Highlights
The leading models and scores on this benchmark.
Image2FloorPlan Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Image2FloorPlan
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis image2floorplan AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01BYSeed 2.1 ProByteDance
- Score
- 48.0%
Strengths
- Ranks #1 of 2 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Image2FloorPlan, not total model capability
- 02BYSeed 2.1 TurboByteDance
- Score
- 35.9%
Strengths
- Ranks #2 of 2 compared models
- 0th percentile on this benchmark
- C evidence result
Considerations
- This result measures Image2FloorPlan, not total model capability
Selection summary
Best AI Models for Image2FloorPlan
Seed 2.1 Pro currently leads Image2FloorPlan with 48.0%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is Image2FloorPlan?
What Image2FloorPlan measures and how its scores work.
Image2FloorPlan is an in-house benchmark evaluating multimodal models on generating structured floor plans and interactive frontends directly from images such as design mockups and room photos.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Image2FloorPlan
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- image2floorplan|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Image2FloorPlan.
Which model scores highest on Image2FloorPlan?
Seed 2.1 Pro is currently ranked first with 48.0%.
What does Image2FloorPlan measure?
Image2FloorPlan is an in-house benchmark evaluating multimodal models on generating structured floor plans and interactive frontends directly from images such as design mockups and room photos.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.