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results: separate paper vs ours column pairs in anchor table
Paper (longer training, >512 tok/gen) and ours (60-step fast) are not directly comparable -- now shown as separate column pairs in both main.tex tab:anchors and docs/results.md Q14. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
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+14
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@@ -278,26 +278,24 @@ hack \emph{generalises} off the demonstrated mode.
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% routeV best (job 15): out/runs/*_dir8_routeV_authored_perroll_s43/deploy_test.json
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\begin{table}[h]
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\centering
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\caption{Context anchors: base model, honest-grader ceiling, and our best arm,
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compared to the paper's reference numbers. Deploy = adapter-off forward on the
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recency-clean test set ($n{=}119$, Qwen3-4B). Paper numbers from Ariahw et al.\
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\citep{ariahw2025steering}; our numbers from the same eval harness.
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\TODO{fill ours column from jobs 16/23/24 when they land.}}
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\caption{Context anchors: floor, ceiling, and intervention results.
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Paper \citep{ariahw2025steering} uses longer training and $>$512 tok/gen so
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paper vs.\ ours are \emph{not} directly comparable -- shown in separate column
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pairs for orientation only. Our deploy = adapter-off, recency-clean test set
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($n{=}119$, Qwen3-4B, seed 43, 60-step fast preset).
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\TODO{fill no-loophole ours from job 24.}}
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\label{tab:anchors}
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\begin{tabular}{llcc}
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\begin{tabular}{lcccc}
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\toprule
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Condition & Description & Solve $\uparrow$ & Hack $\downarrow$ \\
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& \multicolumn{2}{c}{Paper (reference only)} & \multicolumn{2}{c}{Ours (this work)} \\
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\cmidrule(lr){2-3} \cmidrule(lr){4-5}
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Condition & Solve $\uparrow$ & Hack $\downarrow$ & Solve $\uparrow$ & Hack $\downarrow$ \\
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\midrule
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Base model (no training) & Zero-shot Qwen3-4B & paper: 0.115 & -- \\
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\rowcolor{lightgray} Ours (base, job 23) & Qwen3-4B, zero-shot (steps=0), seed 43 & 0.126 & 0.000 \\
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Base model (no training) & 0.115 & -- & 0.126 & 0.000 \\
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Vanilla GRPO & 0.149 & high & 0.101 & 0.613 \\
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No-loophole ceiling & 0.223 & 0.000 & \TODO{job 24} & 0.000 \\
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\midrule
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Vanilla GRPO & Paper reference & paper: 0.149 & paper: high \\
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\rowcolor{lightgray} Ours (vanilla, job 16) & Qwen3-4B, 60-step fast, seed 43 & 0.101 & 0.613 \\
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\midrule
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No-loophole ceiling & Honest grader, no hack possible & paper: 0.223 & 0.000 \\
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\rowcolor{lightgray} Ours (no-loophole, job 24) & \TODO{fill} & -- & 0.000 \\
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\midrule
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\textbf{vGROUT routeV (ours)} & Best arm (authored pairs, per-rollout) & \textbf{0.118} & \textbf{0.076} \\
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\rowcolor{lightgray}\textbf{vGROUT routeV (best)} & -- & -- & \textbf{0.143} & \textbf{0.042} \\
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\bottomrule
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\end{tabular}
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\end{table}
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