VGI-Bench Visual Intelligence Probe

Frame Diagnostic Deck (32-Frame Probing Sequence) Flow-Matching Baseline
FRAME: 01 / 32 TIMESTAMP: 0.00s HALLUCINATION RISK: LOW (4%)
Scrub to inspect post-occlusion trajectory drift
Diagnostic Vector Overlays
Ground-Truth Trajectory
Model Predicted Track
Occlusion Boundary
Velocity Vectors
Collision Normals
Counterfactual Stress Perturbations
VGI Multi-Dimensional Score Vector VGI-Bench 2026
Overall VGI Index
77.2
Phys Dynamics
82.4
Occlusion Constancy
64.2
Spatial Reasoning
71.8
Per-Frame Drift & Hallucination Telemetry
F00 (Entry) F14-F16 (Occlusion Zone) F31 (Exit)
Diagnostic Inspection Verdict
Identity preserved post-occlusion with slight trajectory drift (dx: +14px, rotational phase shift: 12deg).
Representative Scenario Breakdown
Task: Dynamic Bouncing Cube Behind Pillar. Evaluates whether latent representations hallucinate geometry, erase objects, or teleport trajectories during prolonged zero-visibility visual occlusion.
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