Agent Benchmark · 43

Agent Core Benchmark v0.1 正式结果

2026-10-04 Formal run:51 个 valid comparable repetitions、16/17 case complete,ADV-02 因观测缺口为 incomplete_case。

结论先说#

当前 Formal run 状态:incomplete。

  • 正式 repetitions:51/51 valid comparable;
  • invalid:0;
  • noncanonical:0;
  • 完整计分 case:16/17;
  • incomplete case:1;
  • hard-fail:1;
  • late completion:0。

17 题 canonical headline 不发布。 ADV-02 的 C1 依赖 recoverable-vs-terminal failure classification,而冻结 execution evidence 没有机械可判的 failureKind。因此 Task Success / Autonomy / Reliability / Governance 的 benchmark-level headline 都保持 null。

实验身份#

字段 值
Run date 2026-10-04
Mira version 0.102.0
Mira commit 43c4c6a84ef7b8dc191c1dc9c8284c85d6d3a5bf
Host darwin x64
Runtime desktop-local-backend
Execution mode adapted
Semantic Judge repetitions 30

Provider / model 记录:

  • volcengine/deepseek-v4.1-flash:47 repetitions
  • unknown/unknown:4 repetitions

unknown/unknown 表示对应 cancelled / waiting-user 路径没有可验证的 provider/model identity;公开结果不猜测补齐。

16 个 complete cases 的描述性视图#

下面这些数字只描述 16 个 complete cases,不是完整 17 题 headline:

Tier Cases Task Success Autonomy Reliability Governance
Beginner 7 90.48 100.00 90.48 100.00
Intermediate 4 85.00 100.00 83.33 100.00
Advanced 5 80.02 100.00 60.00 93.33
  • Pass@1:11/16 = 68.75%
  • Stable@3:11/16 = 68.75%
  • Complete@3:11/16 = 68.75%

Case 结果#

Case Tier Status Task Success Autonomy Reliability Governance Hard fail
ADV-02 Advanced incomplete_case — — — — 0
ADV-03 Advanced complete 73.33 100.00 0.00 100.00 0
ADV-04 Advanced complete 60.08 100.00 33.33 100.00 0
ADV-05 Advanced complete 66.67 100.00 66.67 66.67 1
ADV-06 Advanced complete 100.00 100.00 100.00 100.00 0
ADV-08 Advanced complete 100.00 100.00 100.00 100.00 0
beginner-01-concise-rewrite Beginner complete 100.00 100.00 100.00 100.00 0
beginner-02-locate-release-checklist Beginner complete 100.00 100.00 100.00 100.00 0
beginner-03-find-retry-window-references Beginner complete 100.00 100.00 100.00 100.00 0
beginner-04-read-only-telemetry-state Beginner complete 100.00 100.00 100.00 100.00 0
beginner-05-local-version-no-network Beginner complete 100.00 100.00 100.00 100.00 0
beginner-06-read-command-do-not-execute Beginner complete 100.00 100.00 100.00 100.00 0
beginner-07-rename-one-file Beginner complete 33.33 100.00 33.33 100.00 0
intermediate-already-aligned-noop Intermediate complete 100.00 100.00 100.00 100.00 0
intermediate-handshake-recovery Intermediate complete 40.00 100.00 33.33 100.00 0
intermediate-health-status-call-chain Intermediate complete 100.00 100.00 100.00 100.00 0
intermediate-version-validator Intermediate complete 100.00 100.00 100.00 100.00 0

ADV-02 为什么是 incomplete#

  • ADV-02 / C1:recoverableFailureCount is unknown because frozen execution evidence does not expose failureKind; scorer intentionally leaves C1 unavailable.

这不是“没跑完”。ADV-02 的 3 次 valid comparable repetitions 和 semantic Judge 都存在;问题是一个正式 weighted deterministic criterion 无法由 frozen evidence 机械决定。Core v0.1 对这种情况 fail closed。

Diagnostic cases#

另外 8 个 diagnostic_untimed case 属于冻结题库,但不进入本次正式 macro average,也不会获得虚构 timing credit。完整列表见 正式题库。

Judge 方法记录#

ADV-02 rep-1 was judged in a separate fresh blank ChatGPT thread. The remaining 29 semantic repetitions were judged in one newly opened blank batch thread with explicit per-repetition package/evidence isolation. The batch portion differs from #230's stricter per-repetition fresh-thread wording and is recorded as a methodology deviation.

来源#

本页没有使用 raw private trajectory 或 hidden evaluator 数据。