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multimodal benchmark

Image2FloorPlan Leaderboard

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

Models2
Model coverage2
MetricScore
EvidenceB

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Image2FloorPlan Ranking

Higher score ranks better on this benchmark.

2 rows
Columns

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Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelBYSeed 2.1 ProByteDanceScore48.00%Percentile100.00%Participants2EvidenceCEvaluatedSep 8, 2026
Rank02ModelBYSeed 2.1 TurboByteDanceScore35.90%Percentile0.00%Participants2EvidenceCEvaluatedSep 8, 2026

Image2FloorPlan Highlights

The leading models and scores on this benchmark.

Rank #1Seed 2.1 Pro48.00%Rank #2Seed 2.1 Turbo35.90%

Image2FloorPlan Score Distribution

A closer view of the leading scores on this benchmark.

Image2FloorPlan

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.

What is Image2FloorPlan?

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.

Family
Image2FloorPlan
Modality
multimodal
Primary category
multimodal
Score direction
higher
LLMBoard eligible
No
Evaluation key
overall

LLM Stats. 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 48.00%.

What are the top three models on Image2FloorPlan?

The current leaders are Seed 2.1 Pro (48.00%) and Seed 2.1 Turbo (35.90%).

Which Image2FloorPlan model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest among Image2FloorPlan results?

No matched runtime record is currently available.

Does the highest score result prove overall model quality?

No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.

What does Image2FloorPlan measure?

It measures performance using Score, reported as a ratio, for generating structured floor plans and interactive frontends from images.

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.

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.

  1. 01
    BY
    Seed 2.1 ProByteDance
    Score
    48.00%

    Strengths

    • Ranks #1 of 2 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures Image2FloorPlan, not total model capability
  2. 02
    BY
    Seed 2.1 TurboByteDance
    Score
    35.90%

    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 48.00%. 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.

Benchmark rank #1Seed 2.1 Pro48.00%
Benchmark rank #2Seed 2.1 Turbo35.90%