Video Evaluation as a Service

Run VBVR verifiers on any video. Deterministic, rule-based scoring — no LLM judges.

Want the verifier for your task? hokinxqdeng@gmail.com

Examples
G-39
GitHub →
Attention Shift (Different Object)
Perception
G-189
GitHub →
Draw Midpoint Perpendicular Line
Perception
G-250
GitHub →
Color Triple Intersection Red
Perception

Prompt
First frame
First Frame
Final frame
Final Frame

Pick a Video

vbvr-eval ready