ImageBench V1 —

192 evaluations across 6 categories

Benchmark V1 verdicts are produced by VLM judges and can contain mistakes. Treat PASS/FAIL labels as machine-assisted assessments, and inspect the images yourself. Learn more about the methodology.

Generation Details

Source-backed model context, size, cost, and request settings for this ImageBench V1 run.

fal/bytedance/seedream-v5-lite

API

Seedream 5.0 Lite is ByteDance Seed's faster, lower-cost Seedream 5.0 tier for high-resolution text-to-image; served here through fal.

Maker: ByteDance Seed
Family: Seedream 5.0
Model Size: not disclosed
unknown
Cost: $0.035 / image
high
Run Target: fal/fal-ai/bytedance/seedream/v5/lite/text-to-image
Effective Request: seed: 7
Sources: How to use Seedream 5.0 Lite (fal)

52.7

Overall

72%

Capability

33.1

Est. Preference

139

Pass

53

Fail

35.5s

Avg Latency

19.5s

Min Latency

71.8s

Max Latency

All 192 generations

Text Rendering93%

Typography Style100%

Writing accuracy92%

Spatial Reasoning86%

Attributes Binding100%

Compositionality100%

Counting89%

Negation78%

Relative Position92%

Scale & Proportions56%

Human realism36%

Faces & Expressions75%

Full Body17%

Hands8%

Multi-Subject50%

Truthfulness52%

Photorealism33%

Physics & Reflections58%

World Knowledge50%

Professional Studio93%

Camera & Lighting92%

Color Precision92%

Photorealism100%

Graphical design92%

Data Visualisation67%

Layout & Design100%

Style Diversity92%