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0
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null
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1
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3
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null
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4
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null
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5
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nomem
null
argoproj__argo-workflows_lc_0112_ab931dce
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6
6
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argoproj__argo-workflows
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nomem
null
argoproj__argo-workflows_lc_0115_203fc951
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7
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argoproj__argo-workflows
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null
argoproj__argo-workflows_lc_0118_7dc19c8a
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8
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argoproj__argo-workflows
true
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nomem
null
argoproj__argo-workflows_lc_0119_4d9f021f
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9
9
derived
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null
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0
0
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null
containerd__containerd_lc_0016_c4f7fa1d
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1
1
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nomem
null
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2
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nomem
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containerd__containerd_lc_0023_6667c769
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3
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nomem
null
containerd__containerd_lc_0046_c586bec9
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containerd__containerd_multistep_v25_L05_s0
4
4
derived
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graded
nomem
null
containerd__containerd_lc_0047_86c36c69
true
containerd__containerd_multistep_v25_L07_s3
2
5
derived
containerd__containerd
false
graded
nomem
null
containerd__containerd_lc_0051_17cdec29
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containerd__containerd_multistep_v25_L07_s3
3
6
derived
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graded
nomem
null
containerd__containerd_lc_0081_c6cf6344
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containerd__containerd_multistep_v25_L07_s3
4
7
derived
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graded
nomem
null
containerd__containerd_lc_0086_2f5b05f2
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5
8
derived
containerd__containerd
true
graded
nomem
null
containerd__containerd_lc_0089_46a7bd7a
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containerd__containerd_multistep_v25_L07_s3
6
9
derived
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graded
nomem
null
coredns__coredns_lc_0011_f582a01d
false
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0
0
derived
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true
graded
nomem
null
coredns__coredns_lc_0016_a0257128
true
coredns__coredns_multistep_v25_L05_s0
1
1
derived
coredns__coredns
true
graded
nomem
null
coredns__coredns_lc_0024_a8caf4c3
true
coredns__coredns_multistep_v25_L05_s0
2
2
derived
coredns__coredns
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graded
nomem
null
coredns__coredns_lc_0025_12d9457e
true
coredns__coredns_multistep_v25_L05_s0
3
3
derived
coredns__coredns
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graded
nomem
null
coredns__coredns_lc_0026_34acf835
true
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4
4
derived
coredns__coredns
false
graded
nomem
null
coredns__coredns_lc_0036_20626a74
true
coredns__coredns_multistep_v25_L10_s0
5
5
derived
coredns__coredns
false
graded
nomem
null
coredns__coredns_lc_0047_510977c4
true
coredns__coredns_multistep_v25_L10_s0
6
6
derived
coredns__coredns
true
graded
nomem
null
coredns__coredns_lc_0048_4c9a80c2
true
coredns__coredns_multistep_v25_L10_s0
7
7
derived
coredns__coredns
true
graded
nomem
null
coredns__coredns_lc_0051_cb40d84c
true
coredns__coredns_multistep_v25_L07_s8
0
8
derived
coredns__coredns
true
graded
nomem
null
coredns__coredns_lc_0053_2263340f
true
coredns__coredns_multistep_v25_L07_s8
1
9
derived
coredns__coredns
false
graded
nomem
null
coredns__coredns_lc_0055_61f41455
true
coredns__coredns_multistep_v25_L07_s8
2
10
derived
coredns__coredns
true
graded
nomem
null
coredns__coredns_lc_0068_4c71636a
true
coredns__coredns_multistep_v25_L07_s8
3
11
derived
coredns__coredns
true
graded
nomem
null
coredns__coredns_lc_0074_57a95e26
true
coredns__coredns_multistep_v25_L07_s8
4
12
derived
coredns__coredns
true
graded
nomem
null
coredns__coredns_lc_0083_cf6a78f6
true
coredns__coredns_multistep_v25_L07_s8
5
13
derived
coredns__coredns
true
graded
nomem
null
coredns__coredns_lc_0102_b2cb44b9
true
coredns__coredns_multistep_v25_L07_s8
6
14
derived
coredns__coredns
false
graded
nomem
null
gofiber__fiber_lc_0037_a04daa28
false
gofiber__fiber_multistep_v25_L10_s0
0
0
derived
gofiber__fiber
false
graded
nomem
null
gofiber__fiber_lc_0062_771b689a
true
gofiber__fiber_multistep_v25_L10_s0
1
1
derived
gofiber__fiber
true
graded
nomem
null
gofiber__fiber_lc_0068_89ecf20d
true
gofiber__fiber_multistep_v25_L10_s0
2
2
derived
gofiber__fiber
false
graded
nomem
null
gofiber__fiber_lc_0079_6bf38883
true
gofiber__fiber_multistep_v25_L10_s0
3
3
derived
gofiber__fiber
true
graded
nomem
null
gofiber__fiber_lc_0088_1403cc82
true
gofiber__fiber_multistep_v25_L10_s0
4
4
derived
gofiber__fiber
true
graded
nomem
null
gofiber__fiber_lc_0090_437fef97
true
gofiber__fiber_multistep_v25_L10_s0
5
5
derived
gofiber__fiber
false
graded
nomem
native_nonzero_exit
gofiber__fiber_lc_0092_5a8c2fdd
true
gofiber__fiber_multistep_v25_L10_s0
6
6
derived
gofiber__fiber
null
grader_error
nomem
null
gofiber__fiber_lc_0093_30b1caac
true
gofiber__fiber_multistep_v25_L10_s0
7
7
derived
gofiber__fiber
true
graded
nomem
null
gofiber__fiber_lc_0096_bbdf76cd
true
gofiber__fiber_multistep_v25_L07_s8
0
8
derived
gofiber__fiber
false
graded
nomem
null
gofiber__fiber_lc_0097_0e5a2337
true
gofiber__fiber_multistep_v25_L07_s8
1
9
derived
gofiber__fiber
true
graded
nomem
null
gofiber__fiber_lc_0103_69bd5b31
true
gofiber__fiber_multistep_v25_L07_s8
2
10
derived
gofiber__fiber
true
graded
nomem
null
gofiber__fiber_lc_0104_dec7195d
true
gofiber__fiber_multistep_v25_L07_s8
3
11
derived
gofiber__fiber
true
graded
nomem
null
gofiber__fiber_lc_0110_24a6d1a3
true
gofiber__fiber_multistep_v25_L07_s8
4
12
derived
gofiber__fiber
true
graded
nomem
null
gofiber__fiber_lc_0111_7e4493ea
true
gofiber__fiber_multistep_v25_L07_s8
5
13
derived
gofiber__fiber
false
graded
nomem
null
gofiber__fiber_lc_0112_7cf9c51e
true
gofiber__fiber_multistep_v25_L07_s8
6
14
derived
gofiber__fiber
false
graded
nomem
null
grafana__loki_lc_0028_bd51fcae
false
grafana__loki_multistep_v25_L05_s0
0
0
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0037_bb48b9c2
true
grafana__loki_multistep_v25_L05_s0
1
1
derived
grafana__loki
true
graded
nomem
null
grafana__loki_lc_0042_444462c0
true
grafana__loki_multistep_v25_L05_s0
2
2
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0044_4725e2bb
true
grafana__loki_multistep_v25_L05_s0
3
3
derived
grafana__loki
true
graded
nomem
null
grafana__loki_lc_0046_277e439d
true
grafana__loki_multistep_v25_L05_s0
4
4
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0061_399efb0d
true
grafana__loki_multistep_v25_L10_s0
5
5
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0076_2b5d26dc
true
grafana__loki_multistep_v25_L10_s0
6
6
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0077_a5bd9961
true
grafana__loki_multistep_v25_L10_s0
7
7
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0105_928fec3d
true
grafana__loki_multistep_v25_L07_s8
0
8
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0106_6f81a0ca
true
grafana__loki_multistep_v25_L07_s8
1
9
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0121_e74e2a20
true
grafana__loki_multistep_v25_L07_s8
2
10
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0153_bb55364a
true
grafana__loki_multistep_v25_L07_s8
3
11
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0161_dce323d9
true
grafana__loki_multistep_v25_L07_s8
4
12
derived
grafana__loki
true
graded
nomem
null
grafana__loki_lc_0236_700e77d7
true
grafana__loki_multistep_v25_L07_s8
5
13
derived
grafana__loki
false
graded
nomem
null
grafana__loki_lc_0249_7be7c9d5
true
grafana__loki_multistep_v25_L07_s8
6
14
derived
grafana__loki
false
graded
nomem
null
istio__istio_lc_0032_141b8787
false
istio__istio_multistep_v25_L05_s0
0
0
derived
istio__istio
true
graded
nomem
null
istio__istio_lc_0046_73236376
true
istio__istio_multistep_v25_L05_s0
1
1
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0048_da25675d
true
istio__istio_multistep_v25_L05_s0
2
2
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0075_b9f70d13
true
istio__istio_multistep_v25_L05_s0
3
3
derived
istio__istio
true
graded
nomem
null
istio__istio_lc_0078_3c4a72e5
true
istio__istio_multistep_v25_L05_s0
4
4
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0086_d77b79cc
true
istio__istio_multistep_v25_L10_s0
5
5
derived
istio__istio
true
graded
nomem
null
istio__istio_lc_0095_268e3345
true
istio__istio_multistep_v25_L10_s0
6
6
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0096_1b503c42
true
istio__istio_multistep_v25_L10_s0
7
7
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0113_6f3c7bf0
true
istio__istio_multistep_v25_L07_s8
0
8
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0143_517aa47d
true
istio__istio_multistep_v25_L07_s8
1
9
derived
istio__istio
true
graded
nomem
null
istio__istio_lc_0144_51b2a311
true
istio__istio_multistep_v25_L07_s8
2
10
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0146_d5bd25c9
true
istio__istio_multistep_v25_L07_s8
3
11
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0154_b6ae24b6
true
istio__istio_multistep_v25_L07_s8
4
12
derived
istio__istio
false
graded
nomem
null
istio__istio_lc_0167_22e3bcb6
true
istio__istio_multistep_v25_L07_s8
5
13
derived
istio__istio
true
graded
nomem
null
istio__istio_lc_0170_66e29a48
true
istio__istio_multistep_v25_L07_s8
6
14
derived
istio__istio
true
graded
End of preview. Expand in Data Studio

EvoMem: SWE results and Terminal paired scores

A sanitized public snapshot of existing experiment results, published on 2026-09-27. This repository contains evaluation records and sanitized task-output archives, not a full benchmark or model distribution. The test split label is a storage convention, not a new benchmark split assignment.

中文概览

  • SWE 评分尝试已完成:290 条逐题记录,两组各 145 条,其中正式目标各 133 条、热身各 12 条。3 条评分异常保留 null,不改记失败。
  • 严格同题对比:131 对,两组各答对 45 题(34.35%);有记忆 11 胜、11 负、109 平。不能据此推断记忆普遍无效。
  • Terminal 同题配对成绩:100 个有效同题配对中,无记忆 baseline 通过 79/100(79%),EvoMem 通过 78/100(78%);两组都通过 74 题、都未通过 17 题,EvoMem 单独通过 4 题、baseline 单独通过 5 题。异常和缺少有效配对的任务不纳入;计划范围为每组 127 道题。
  • Terminal 历史进度:2026-09-26 22:41 UTC 的快照记录 219/254 次执行已有结果(含 7 次任务异常),另有 35 次未启动。这不是通过数,也不是现在的实时运行状态。
  • 新增逐题输出包:SWE 290 题、Terminal 219 个已有 trial 的可公开输出,含脱敏轨迹、补丁、memory 和测试输出。SWE 40 份、Terminal 24 份主轨迹因保护规则未公开;另有录屏、格式等删减,见清单。原始文件未改动,未重跑或重评分。

Download per-task outputs / 下载逐题输出

These are sanitized available outputs, not an unredacted complete copy. Core trajectory coverage is 250/290 SWE and 195/219 existing Terminal trials; withheld files are explicit. Final shared memory is not automatically the historical memory visible to each earlier task. See the policy before attempting replay.

SWE results

Arm Official targets Pass Fail Grader error (null) Warmup pass / total
nomem 133 45 86 2 3 / 12
evomem-repo_sequence 133 46 86 1 4 / 12

The strict paired comparison requires identical instance ID and official chain/index, and valid native Boolean scores on both sides. It includes 131 target pairs: 34 both pass, 75 both fail, 11 EvoMem wins, and 11 EvoMem losses. Both arms score 45/131 = 34.35% on this same-instance comparison. The extra unpaired EvoMem pass corresponds to a missing valid no-memory grade. Scored-only arm accuracies use different denominators (131 and 132); their difference must not be presented as a paired improvement. Warmups are excluded from the main comparison. All 270 new grading attempts completed; the original 20 grades were retained. Completion does not mean every attempt yielded a valid grade. The source audit is dated 2026-09-25; publication did not run another evaluation or modify scores.

Files and schemas

  • data/swe_records.jsonl — 290 rows. arm, repo, instance_id, position, is_target, official_chain, official_index, provenance, status, resolved, error_kind. resolved is native true/false, or null for a grading exception. status=graded includes both pass and fail; grader_error is not a scored assertion failure. provenance=original means one of the 20 retained grades; derived means one of the 270 new attempts. Position/index fields retain the source convention (warmups have index 0).
  • data/swe_pairs.jsonl — 131 target pairs: ID, both scores, and outcome.
  • data/swe_excluded_pairs.jsonl — 2 excluded target IDs and both score/status fields. Exclusion from the paired statistic does not delete records from the 290-row table.
  • summaries/swe_summary.json — counts independently recomputed from the exported rows.
  • reports/swe_comparison_zh.md — existing detailed Chinese report. Evidence filenames in that report identify retained source artifacts, not additional files distributed here.

Terminal: same-task paired scores

Overview updated on 2026-09-28 from existing public outputs; no rerun or regrading.

Arm Valid same-task pairs Pass Fail Paired accuracy
baseline (no memory) 100 79 21 79%
evomem 100 78 22 78%

The paired outcomes are 74 both pass, 17 both fail, 4 EvoMem-only pass, and 5 baseline-only pass. EvoMem minus baseline is -1 percentage point on this same-task paired set, not a demonstrated general or causal memory effect.

Eligibility requires the same task_id in both arms, empty exception_info, native numeric 0/1 rewards agreeing with each trial's verifier/reward.txt, and nonempty matching task checksums. All 7 exception trials are excluded, including those with a recorded reward; tasks missing a valid counterpart are also excluded. Exclusion changes only the comparison subset, not the stored raw results. This covers 100 of the 127 planned tasks per arm. Matching task checksums do not prove that every execution condition matched; an EvoMem arm label does not establish actual memory injection or use. The permanent sampler/EvoMem prior-history gap remains a qualification.

Sources: the already-public Terminal output index, manifest, and result/reward files in the Terminal archive. These outputs were collected on 2026-09-27, 13:19–13:20 UTC (sequentially, not atomically). The scores were recomputed from those existing outputs, not from a new runtime observation. The disagreement-case index includes all 9 Terminal pairs with different outcomes; actual delivered memory examples are available separately. These examples do not establish a causal memory effect.

Historical progress snapshot (separate from scores)

Observation timestamp: 2026-09-26T22:41:03.799574+00:00. This timestamp is not the upload time and does not assert live machine state on the publication date.

  • Planned scope: 26 families, 127 tasks per arm, 52 family/arm sequences, 254 attempts.
  • 219 trial directories started and 219 finalized records, including 7 task-error records.
  • 7 sequences / 35 tasks were unstarted in the snapshot.
  • A permanent sampler/EvoMem prior-history gap remains part of the run qualification.
  • Preparation changed only dependency installation for 44 tasks; 83 direct-pytest tasks retained their scripts. Assertions, scoring, models and budgets were not changed for this publication.

data/terminal_sequence_progress.jsonl contains 52 rows, including unstarted sequences: family, arm, expected_tasks, started_trial_directories, finalized_records, task_error_records, and observed_at. Arms retain their source labels: baseline and evomem. finalized_records counts result artifacts, not successful solutions. A task error is not necessarily an assertion failure or a nonzero sequence-runner exit. Progress diagnostics do not establish controller admission or completion of the full experiment. summaries/terminal_snapshot.json repeats these boundaries in machine-readable form.

Provenance, privacy, and limitations

The initial metric tables use an explicit scalar-field allowlist. Their source digests remain in provenance.json; this original provenance file describes the initial metrics-only snapshot. The later task-output archives have their own versioned manifests, raw-source and public-output digests, coverage counts, redaction status, and timestamps under outputs/20260927/. checksums.sha256 lists checksums for the root README, initial metrics, and the 20260927 output-release files named in that manifest; it is not an inventory of every later addition. Its README entry is updated with this display-only correction. Later comparison and memory additions retain their own versioned checksum files. The original provenance.json is unchanged and does not attest to this later overview update.

Credentials, private configuration, private evidence and unreviewed binary formats are excluded. Generated patches, recorded tool output, and memory are now available only in sanitized form, with explicit withheld files and missing outputs. They may contain upstream task or code fragments; upstream licenses continue to apply and no new blanket license is asserted. This is not a full reproducibility bundle: complete workspace/container state and model configuration are not provided. Selected results do not establish a general or causal memory effect, and neither experiment proves the proposed wrong-acceptance-memory mechanism.

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