Condense targeted analysis tables

This commit is contained in:
Xin Wang
2026-09-24 18:57:21 +08:00
parent e0cb06198a
commit 8f660d979c
2 changed files with 26 additions and 42 deletions
+12 -12
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@@ -327,8 +327,8 @@ Completed blocks + observed tail & 70.85 & 59.17 & -- \\
\fi
\begin{table}[t]
\caption{Pending paired $\G\rightarrow\G+\A$ transfer (unmeasured).
EC is EasyCom; MiniCPM first needs readout/refresh/history audits.}
\caption{Pending paired $\G\rightarrow\G+\A$ comparison on EasyCom
across Qwen2.5-Omni backbone sizes (unmeasured).}
\label{tab:backbone}
\centering\normalsize
\setlength{\tabcolsep}{3pt}
@@ -336,10 +336,8 @@ EC is EasyCom; MiniCPM first needs readout/refresh/history audits.}
\toprule
Backbone & $\G$ & $\G+\A$ & $\Delta$ \\
\midrule
EC: Omni 3B & -- & -- & -- \\
EC: Omni 7B & -- & -- & -- \\
EC: MiniCPM-o 4.5 & -- & -- & -- \\
Ego4D: Omni 3B & -- & -- & -- \\
Omni 3B & -- & -- & -- \\
Omni 7B & -- & -- & -- \\
\bottomrule
\end{tabular}
\end{table}
@@ -508,14 +506,16 @@ shared GRU, while head capacity and training batch differ; raw boundary
metrics and repeat seeds are unavailable. Thus the +0.66/+0.43-point
difference does not isolate visual motion or floor behavior.
The analysis-only audit in Table~\ref{tab:oracle} substitutes two seconds
The lower block of Table~\ref{tab:visual} is an analysis-only audit that
substitutes two seconds
of transcript-derived, strictly past visible-person activity on the 5-Hz
grid. It tests visibility alone, per-person histories, shuffled identities,
a one-second delay, and OR-pooled activity. These privileged labels are
grid. The displayed conditions test visibility alone, a one-second delay,
and OR-pooled activity. These privileged labels are
neither deployable visual features nor a performance upper bound.
Aggregate visible
activity improves over the audio baseline by 4.826 points at 0.2~s and 1.775
mean-mAP points. Visibility alone changes mean mAP by only +0.040, and
The three-seed audio baseline is 81.87\% at 0.2~s and 65.18\% mean mAP;
aggregate visible activity improves on it by 4.826 and 1.775 points,
respectively.
Visibility alone changes mean mAP by only +0.040, and
one-second-delayed activity by +0.164. Thus availability or extra parameters
cannot explain the oracle gain. Per-person activity exceeds shuffled identity
by only 0.200 mean-mAP points and is itself 0.291 below the aggregate