Video
Video is more than frames stitched together. It is pacing, emotion, and coherence that make an experience memorable. Verita Studio provides the datasets, benchmarks, and evaluation pipelines that help your models move beyond clips into stories that feel cinematic and human.
Our Video Services
Multimodal Benchmarks
Custom benchmarks that test how well models align video with text, audio, and context. We measure not only frame accuracy but narrative flow, consistency, and emotional resonance.
Cinematic Scoring
Evaluations led by filmmakers, editors, and VFX artists who judge rhythm, shot composition, and storytelling quality. Because cinematic presence is what separates demos from productions.
SFT Datasets for Video
Supervised fine tuning datasets covering captioning, action recognition, multimodal alignment, and video to text reasoning. Built to help your models understand motion and meaning at scale.
Red Teaming for Video Models
Systematic testing of video models against bias cases, failure modes, and adversarial prompts. We surface blind spots early so your models are safer for real world release.
Trajectory Curation
Expert created sequences that capture continuity, cause and effect, and scene progression. These curated trajectories help models learn how actions connect over time.
Custom Evaluations
Domain specific video benchmarks for your use case. From immersive commerce to generative media, we design tests that reflect the standards of your audience.
Generic video datasets capture motion. What is rare and valuable is data curated with cinematic judgment and human taste. By combining creative experts with proprietary pipelines, we help your models deliver video that feels coherent, expressive, and ready for production.
We provide datasets, benchmarks, and evaluations that transform video models from accurate to cinematic. Better pacing, stronger consistency, and safer deployment, giving your product video outputs that feel alive and market ready.
Every dataset and benchmark goes through multiple layers of expert review, from creative specialists to technical leads. This ensures accuracy, consistency, and reliability across video outputs.
Our pipelines are designed for fast turnaround without sacrificing quality. Whether you are piloting a new model or scaling production, we deliver the data and evaluations you need on time, every time.
