VL-JEPA Physics Consistency Probe (v01)
Tests if a model can track basic physical expectations from partial video context.
This dataset checks:
• continuity over frames• cause and effect• prevention of impossible events• where inference must stop
Columns:
video_scenariogiven_framesphysics_principleexpected_inferencefailure_modestop_condition
Use cases:
• early signal of inference drift• baseline for robotics pre-training• measurement of hidden confabulation
Evaluation goal:
Can the model… See the full description on the dataset page:
https://huggingface.co/datasets/ClarusC64/vljepa_physics_consistency_probe_v01.
