ImageBench

vs

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-v4

API

Seedream 4.0 is ByteDance Seed's unified image creation model for text-to-image and editing, aimed at multimodal generation, reference consistency, knowledge-based prompts, and high-resolution output.

Maker
ByteDance Seed
Family
Seedream
Model Size
not disclosed
unknown
Cost
$0.03 / image
high
Run Target
fal/fal-ai/bytedance/seedream/v4/text-to-image
Effective Request
image_size: square_hd · num_images: 1 · seed: 7

local/boogu-image-turbo

Local

Boogu-Image-0.1-Turbo is Boogu's 10B Apache-2.0 open-source text-to-image turbo model, a four-step distilled variant focused on fast 1K generation, photorealism, prompt adherence, and Chinese-English text rendering.

Maker
Boogu
Family
Boogu-Image-0.1
Model Size
10B
high
Cost
local run; no API price
not_applicable
Run Target
gx10/boogu-image-turbo
Effective Request
response_format: b64_json · size: 1024x1024 · num_inference_steps: 4
59.4vs61.9
Overall
63%vs57%
Capability
56.2vs66.6
Est. Preference
14.1svs9.9s
Avg Latency
Text Rendering87%80%Spatial Reasoning75%58%Human realism33%31%Truthfulness41%48%Professional Studio74%82%Graphical design79%71%Preference56%67%Latency22%33%

All 192 generations

Text Rendering87%vs80%

fal/bytedance/seedream-v4local/boogu-image-turbo

Typography Style100%vs100%

Writing accuracy83%vs75%

Spatial Reasoning75%vs58%

fal/bytedance/seedream-v4local/boogu-image-turbo

Attributes Binding100%vs78%

Compositionality89%vs67%

Counting56%vs22%

Negation56%vs33%

Relative Position83%vs75%

Scale & Proportions67%vs67%

Human realism33%vs31%

fal/bytedance/seedream-v4local/boogu-image-turbo

Faces & Expressions83%vs75%

Full Body8%vs8%

Hands0%vs8%

Multi-Subject50%vs33%

Truthfulness41%vs48%

fal/bytedance/seedream-v4local/boogu-image-turbo

Photorealism67%vs33%

Physics & Reflections42%vs67%

World Knowledge33%vs33%

Professional Studio74%vs81%

fal/bytedance/seedream-v4local/boogu-image-turbo

Camera & Lighting83%vs83%

Color Precision75%vs92%

Photorealism33%vs33%

Graphical design79%vs71%

fal/bytedance/seedream-v4local/boogu-image-turbo

Data Visualisation33%vs0%

Layout & Design78%vs67%

Style Diversity92%vs92%