Image and video generation / Benchmark leaderboard

WBench

Multi-turn interactive video-world generation.

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.

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What this benchmark measures

Metrics

Published dimensions for quality, setting adherence and interaction behavior.

Execution requirements

World-model API that accepts sequential actions/prompts.

Scope and limitations

Only relevant when the product exposes interactive world-model behavior; ordinary one-shot video APIs may be incompatible.

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

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

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

Luma: Capability-aligned; adapter/access to qualify

NVIDIA: Research / simulator adaptation

Runway: Capability-aligned; adapter/access to qualify