Task gallery / DeepSWE (long-horizon SWE) / Version 1
Task evidence / console
syncrope/bibtexparser-biblatex-model
legacy-onlyChosen benchmark version- Reference solution (oracle)
- Unverified
- No-op resistance check
- Unverified
- QA verdict
- Not recorded
- Aggregate eligibility
- Eligible version
The task
python-bibtexparser v2 has only whole-field @string interpolation. Implement the BibLaTeX data-resolution model as a new bibtexparser.biblatex subpackage. The biblatex package manual, version 3.20 (CTAN), is the sole authority — data model, static entry sets, XDATA containers, the mincrossrefs option, Appendix B's default inheritance setup. In scope: macro expansion (@string definitions usable only after they appear…
Excerpt only; not a complete executable task specification. Task ID task_9dd118dd4f614701 · version 1. Selection status: not fully recorded.
Results by model and effort
This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.
Current evidence
| Model / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|---|---|---|---|
| Claude Opus 5 · default (unverified) | 0/0 | 0 / 0 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
Legacy evidence
| Model / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|---|---|---|---|
| Claude Opus 4.8 · default (unverified) | 0/5 · 0.0% [0.0%, 43.4%] | 5 / 5 | 0 | GOOD_FAILURE: 4 BAD_FAILURE: 1 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
| Gemini Flash (latest alias) · default (unverified) | 0/0 | 0 / 0 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
Every recorded run
15 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.
| Run / model | Date / source | Reward / eligibility | Diagnostic class / source | Resources | Evidence |
|---|---|---|---|---|---|
trial_446694b6025f44b6Claude Opus 4.8 · default (unverified) | Aug 29, 2026 console | 0 · valid | GOOD_FAILURE frozen-classifier | Tokens: 116,226 Turns: 86 Cost: $12.3083 | Not publicly available |
trial_4584609b600a4290Claude Opus 4.8 · default (unverified) | Aug 29, 2026 console | 0 · valid | GOOD_FAILURE frozen-classifier | Tokens: 108,689 Turns: 75 Cost: $8.8164 | Not publicly available |
trial_4de379a6e0064b4eClaude Opus 4.8 · default (unverified) | Aug 29, 2026 console | 0 · valid | BAD_FAILURE frozen-classifier | Tokens: 97,611 Turns: 56 Cost: $6.8695 | Not publicly available |
trial_8b919ff9f6304b28Claude Opus 4.8 · default (unverified) | Aug 29, 2026 console | 0 · valid | GOOD_FAILURE frozen-classifier | Tokens: 88,079 Turns: 64 Cost: $7.1447 | Not publicly available |
trial_90b7f856058642f7Claude Opus 4.8 · default (unverified) | Aug 29, 2026 console | 0 · valid | GOOD_FAILURE frozen-classifier | Tokens: 104,440 Turns: 70 Cost: $8.6359 | Not publicly available |
trial_1dfd69caf0a546cfClaude Opus 5 · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_1e04cdce5140407aClaude Opus 5 · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_60758876adb840d1Claude Opus 5 · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_7fabd67a393f4944Claude Opus 5 · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_d75b690389c54158Claude Opus 5 · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_2bdf7c6884134e8dGemini Flash (latest alias) · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_3d66b127376d4f04Gemini Flash (latest alias) · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_587259f53c884a4fGemini Flash (latest alias) · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_83fe517d923e4f29Gemini Flash (latest alias) · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_ca4c96e43b5e40e5Gemini Flash (latest alias) · default (unverified) | Sep 1, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |