Record preliminary transition auxiliary results
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@@ -272,6 +272,14 @@ same four-epoch budget. The primary paper outcome remains activity mAP; the
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transition metrics diagnose whether an activity improvement is genuinely
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associated with better boundary prediction.
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The preliminary seed-0/1 results are archived in
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[results/easycom_transition_auxiliary_4ep_2026-08-27/](results/easycom_transition_auxiliary_4ep_2026-08-27/README.md).
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Neither R1 nor R2 establishes a meaningful activity-mAP gain. At 0.2 seconds,
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transition prevalence is 11.21718%, while transition AP is approximately
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15.3%, indicating weak but non-random ranking. R2 improves activity mean mAP
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over R1 by only 0.01162 points and transition AP by 0.16660 points. Seed 2 is
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still required before freezing this as a complete null ablation.
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## Current Ego4D context-length results
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The following single-seed snapshot was recorded on 2026-08-22. Both variants
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