Image and video generation / Benchmark leaderboard

DPG-Bench

Dense-prompt image generation and fine-grained instruction following.

No published company result yet.

This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.

Arrange an evaluation for your company →

What this benchmark measures

Metrics

Question-based semantic alignment metrics.

Execution requirements

Image generator and fixed vision-language evaluator.

Scope and limitations

Judge/version sensitivity; report separately from human visual preference.

Evaluation availability

Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.

Sources and company fit

Companies whose products may fit

Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.

Compatibility notes for each company

Adobe: Capability-aligned; adapter/access to qualify

Black Forest Labs: Capability-aligned; adapter/access to qualify

Canva: Capability-aligned; adapter/access to qualify

Google DeepMind: Capability-aligned; adapter/access to qualify

Ideogram: Capability-aligned; adapter/access to qualify

Midjourney: Capability-aligned; adapter/access to qualify

OpenAI: Capability-aligned; adapter/access to qualify

Stability AI: Capability-aligned; adapter/access to qualify