Multimodal understanding / Benchmark leaderboard

Video-MME / Video-MME v2

Video understanding, temporal reasoning and cross-video-length performance.

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

Question accuracy by task, duration and input setting.

Execution requirements

Video model with declared frame sampling, audio and subtitle access.

Scope and limitations

Understanding is distinct from generation. Changing subtitle/audio access changes the test.

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

Alibaba Qwen: Capability-aligned; adapter/access to qualify

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

Meta: Capability-aligned; adapter/access to qualify

OpenAI: Capability-aligned; adapter/access to qualify

Runway: Capability-aligned; adapter/access to qualify

Twelve Labs: Capability-aligned; adapter/access to qualify