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其余仍在验证中
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已评估 0/18 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 57.4 percentage points | — | 尚未评估 | |
| 25.3 points | — | 尚未评估 | |
| 7.1 percentage points | — | 尚未评估 | |
| 77.4 percentage points | — | 尚未评估 | |
| 51.2 points | — | 尚未评估 | |
| 41.8 percentage points | — | 尚未评估 | |
| 78.3 percentage points | — | 尚未评估 | |
| 44.2 points | — | 尚未评估 | |
| 34.8 percentage points | — | 尚未评估 | |
| 66 percentage points | — | 尚未评估 | |
| 49.6 points | — | 尚未评估 | |
| 22.4 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/35 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 65 percentage points | — | 尚未评估 | |
| 79.8 percentage points | — | 尚未评估 | |
| 50.2 percentage points | — | 尚未评估 | |
| 65 percentage points | — | 尚未评估 | |
| 65 percentage points | — | 尚未评估 | |
| 67 percentage points | — | 尚未评估 | |
| 79.8 percentage points | — | 尚未评估 | |
| 46.5 percentage points | — | 尚未评估 | |
| 64.4 percentage points | — | 尚未评估 | |
| 63.8 percentage points | — | 尚未评估 | |
| 65 percentage points | — | 尚未评估 | |
| 84.6 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/33 项
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| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 66.4 percentage points | — | 尚未评估 | |
| 48.6 points | — | 尚未评估 | |
| 38.4 percentage points | — | 尚未评估 | |
| 71.4 percentage points | — | 尚未评估 | |
| 47.1 points | — | 尚未评估 | |
| 38 percentage points | — | 尚未评估 | |
| 78.6 percentage points | — | 尚未评估 | |
| 50.8 points | — | 尚未评估 | |
| 40.2 percentage points | — | 尚未评估 | |
| 74.3 percentage points | — | 尚未评估 | |
| 51.9 points | — | 尚未评估 | |
| 40.3 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/6 项
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| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 60.5 percentage points | — | 尚未评估 | |
| 79.3 percentage points | — | 尚未评估 | |
| 77.4 percentage points | — | 尚未评估 | |
| 86.7 percentage points | — | 尚未评估 | |
| 88.1 percentage points | — | 尚未评估 | |
| 1.4 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/12 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 61.1 points | — | 尚未评估 | |
| 32.8 percentage points | — | 尚未评估 | |
| 60.5 points | — | 尚未评估 | |
| 32.8 percentage points | — | 尚未评估 | |
| 61 points | — | 尚未评估 | |
| 50.5 percentage points | — | 尚未评估 | |
| 59.2 points | — | 尚未评估 | |
| 48.6 percentage points | — | 尚未评估 | |
| 53.8 points | — | 尚未评估 | |
| 45.4 percentage points | — | 尚未评估 | |
| 53.4 points | — | 尚未评估 | |
| 45.3 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/18 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 59 percentage points | — | 尚未评估 | |
| 23.5 points | — | 尚未评估 | |
| 8.9 percentage points | — | 尚未评估 | |
| 77.1 percentage points | — | 尚未评估 | |
| 52 points | — | 尚未评估 | |
| 42.1 percentage points | — | 尚未评估 | |
| 77.6 percentage points | — | 尚未评估 | |
| 45.5 points | — | 尚未评估 | |
| 35.9 percentage points | — | 尚未评估 | |
| 58.8 percentage points | — | 尚未评估 | |
| 17.8 points | — | 尚未评估 | |
| 4.9 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/24 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 47.9 percentage points | — | 尚未评估 | |
| 33.3 points | — | 尚未评估 | |
| 9.8 percentage points | — | 尚未评估 | |
| 55.7 percentage points | — | 尚未评估 | |
| 35.4 points | — | 尚未评估 | |
| 11.4 percentage points | — | 尚未评估 | |
| 49.7 percentage points | — | 尚未评估 | |
| 35.7 points | — | 尚未评估 | |
| 12 percentage points | — | 尚未评估 | |
| 53.1 percentage points | — | 尚未评估 | |
| 38.6 points | — | 尚未评估 | |
| 13.6 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/24 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 9 thousand tokens per task | — | 尚未评估 | |
| 1.4 thousand tokens per task | — | 尚未评估 | |
| 17.8 steps per task | — | 尚未评估 | |
| 19.7 thousand tokens per task | — | 尚未评估 | |
| 1.26 thousand tokens per task | — | 尚未评估 | |
| 16.2 steps per task | — | 尚未评估 | |
| 22.4 thousand tokens per task | — | 尚未评估 | |
| 1.36 thousand tokens per task | — | 尚未评估 | |
| 16.9 steps per task | — | 尚未评估 | |
| 10.9 thousand tokens per task | — | 尚未评估 | |
| 1 thousand tokens per task | — | 尚未评估 | |
| 13.2 steps per task | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/18 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 61.1 points | — | 尚未评估 | |
| 32.8 percentage points | — | 尚未评估 | |
| 61.7 points | — | 尚未评估 | |
| 35.6 percentage points | — | 尚未评估 | |
| 60.9 points | — | 尚未评估 | |
| 32.5 percentage points | — | 尚未评估 | |
| 61 points | — | 尚未评估 | |
| 50.5 percentage points | — | 尚未评估 | |
| 61 points | — | 尚未评估 | |
| 50.5 percentage points | — | 尚未评估 | |
| 61.7 points | — | 尚未评估 | |
| 50.9 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/9 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 62.6 percentage points | — | 尚未评估 | |
| 47.9 points | — | 尚未评估 | |
| 17.6 percentage points | — | 尚未评估 | |
| 79 percentage points | — | 尚未评估 | |
| 49.6 points | — | 尚未评估 | |
| 40.7 percentage points | — | 尚未评估 | |
| 72.9 percentage points | — | 尚未评估 | |
| 50 points | — | 尚未评估 | |
| 40.9 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/15 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 47.9 percentage points | — | 尚未评估 | |
| 33.3 points | — | 尚未评估 | |
| 9.8 percentage points | — | 尚未评估 | |
| 34.5 percentage points | — | 尚未评估 | |
| 36.4 points | — | 尚未评估 | |
| 8.6 percentage points | — | 尚未评估 | |
| 42.1 percentage points | — | 尚未评估 | |
| 29 points | — | 尚未评估 | |
| 4.4 percentage points | — | 尚未评估 | |
| 66.4 percentage points | — | 尚未评估 | |
| 48.6 points | — | 尚未评估 | |
| 38.4 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/27 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 62.6 percentage points | — | 尚未评估 | |
| 40.9 points | — | 尚未评估 | |
| 32.6 percentage points | — | 尚未评估 | |
| 69.8 percentage points | — | 尚未评估 | |
| 37.4 points | — | 尚未评估 | |
| 29.5 percentage points | — | 尚未评估 | |
| 77.9 percentage points | — | 尚未评估 | |
| 43.1 points | — | 尚未评估 | |
| 33.6 percentage points | — | 尚未评估 | |
| 72.6 percentage points | — | 尚未评估 | |
| 40.8 points | — | 尚未评估 | |
| 34.5 percentage points | — | 尚未评估 |
实验方案已生成，还没有运行记录
已评估 0/4 项
保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。
| 指标与条件 | 论文报告 | 最近可用实测 | 证据判断 |
|---|---|---|---|
| 140 tasks | — | 尚未评估 | |
| 500 instances | — | 尚未评估 | |
| 21 hours | — | 尚未评估 | |
| 27 hours | — | 尚未评估 |
The appendix examples identify concrete probes, but no deterministic rule binds newly sampled payload wording to the qualitative claims without inventing a target.
The exact comparison remains source context, but generic-versus-environment-specific procedural semantics lacks a deterministic reported decision rule.
The exact inputs can be carried as source context, but the inventory has no numeric binding and the paper provides no deterministic rule for deciding whether one payload foregrounds the claimed semantics.
Training packages retain full logs and the qualitative trend as source context, but no numeric curve targets were extracted and the required training itself exceeds available resources.
Method context is exercised by the empirical packages but has no independent reported measurement.
This is a source limitation explaining why tau2 has only training-free variants, not an independently testable reported result.
These are author-stated architectural limitations and future-work observations, not independently reported empirical measurements.