These represent specific sub-directories, collection names, or model portfolios within a larger creative database.
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Figure 1 (not shown) visualises a frame‑by‑frame VMAF trajectory; the proposed pipeline consistently stays above 92 VMAF throughout the 5‑minute clip, whereas baselines dip below 70 during high‑motion sections. These represent specific sub-directories