ImageBench V1 —

193 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-pro

API

Seedream 5.0 Pro is ByteDance Seed's flagship Seedream 5.0 text-to-image model, generating high-resolution images with strong prompt adherence; served here through fal.

Maker: ByteDance Seed
Family: Seedream 5.0
Model Size: not disclosed
unknown
Cost: from $0.0675 / image
medium
Run Target: fal/bytedance/seedream/v5/pro/text-to-image
Effective Request: seed: 7
Sources: Seedream 5.0 Pro on fal

65.4

Overall

70%

Capability

60.9

Est. Preference

135

Pass

57

Fail

147.4s

Avg Latency

88.8s

Min Latency

236.4s

Max Latency

All 192 generations

Text Rendering100%

Typography Style100%

Writing accuracy100%

Spatial Reasoning81%

Attributes Binding89%

Compositionality89%

Counting78%

Negation100%

Relative Position67%

Scale & Proportions67%

Human realism36%

Faces & Expressions75%

Full Body17%

Hands8%

Multi-Subject50%

Truthfulness56%

Photorealism67%

Physics & Reflections58%

World Knowledge50%

Professional Studio93%

Camera & Lighting83%

Color Precision100%

Photorealism100%

Graphical design83%

Data Visualisation67%

Layout & Design89%

Style Diversity83%

Unknown0%

General0%