multimodal benchmark
Image2FloorPlan is an in-house multimodal benchmark evaluating models on generating structured floor plans and interactive frontends from images such as design mockups and room photos.
Updated Sep 5, 2026
Higher score ranks better on this benchmark.
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelBY | Score48.00% | Percentile100.00% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score35.90% | Percentile0.00% | Participants2 | EvidenceC | Evaluated |
The leading models and scores on this benchmark.
A closer view of the leading scores on this benchmark.
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What Image2FloorPlan measures and how its scores work.
Image2FloorPlan is an in-house benchmark for multimodal models that generate structured floor plans and interactive frontends from images.
It measures performance using Score, reported as a ratio, for generating structured floor plans and interactive frontends from images.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
Common questions about Image2FloorPlan.
Seed 2.1 Pro is currently ranked first with 48.00%.
The current leaders are Seed 2.1 Pro (48.00%) and Seed 2.1 Turbo (35.90%).
No matched official input price is currently available.
No matched runtime record is currently available.
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.
It measures performance using Score, reported as a ratio, for generating structured floor plans and interactive frontends from images.
Yes. Higher values rank better for this benchmark.
2 model results are currently shown.
No. This benchmark is shown for reference but does not contribute to the overall score.
Ranking basisThis image2floorplan AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
Selection summary
Seed 2.1 Pro currently leads Image2FloorPlan with 48.00%. 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.