Presentation
Toloka AI Presents Mainstream Movies Video Eval Toolkit: How We Evaluate Cutting-Edge VideoGen Models
DescriptionAs video generation technology rapidly advances, the need for robust evaluation frameworks becomes critical. While automated metrics are mostly sufficient for traditional AI modalities, video generation models require human experts to assess temporal coherence, context, motion realism, visual quality, and aesthetics in ways that automated methods cannot easily replicate yet. Additionally, current benchmarks for visual content are not always actionable and understandable for the AI developers, being too subjective and lacking formal criteria.
At Toloka, together with industry professionals we have developed the Mainstream Movies video evaluation toolkit, a comprehensive evaluation framework for cutting-edge VideoGen models to close the gap between creative users and engineers. Our approach combines domain expertise with systematic and detailed evaluation protocols to deliver actionable insights for AI developers.
We will demonstrate how our toolkit addresses the unique challenges of video generation evaluation, showcase evaluation results from leading VideoGen models, and discuss the methodology that enables scalable, professional-grade video assessment.
At Toloka, together with industry professionals we have developed the Mainstream Movies video evaluation toolkit, a comprehensive evaluation framework for cutting-edge VideoGen models to close the gap between creative users and engineers. Our approach combines domain expertise with systematic and detailed evaluation protocols to deliver actionable insights for AI developers.
We will demonstrate how our toolkit addresses the unique challenges of video generation evaluation, showcase evaluation results from leading VideoGen models, and discuss the methodology that enables scalable, professional-grade video assessment.
Presenter
Event Type
Stage Session
TimeTuesday, 12 August 202511:30am - 12:00pm PDT
LocationWest Building, The Stage in Exhibition Hall C
New Technologies
Research & Education
Artificial Intelligence/Machine Learning
Computer Vision
Generative AI
Physical AI
Full Conference
Experience
Exhibits Only
Tuesday
