Measure robustness of temporal-probe advantages
Measure whether the apparent advantage of the selected temporal probes over random input probes persists across repeated runs and other video benchmarks.
References
This favors the chosen temporal probes in the present evaluation, but their advantage across runs has not been measured.
— Redirecting Teacher Supervision: Temporal-Response-Guided Latent Distillation for Video-Language Models
(2610.13045 - Lu et al., 9 Oct 2026) in Section 4.4, Probe design