Task gallery / Machine learning / Version 1
Task evidence / repo
rust-qx-desk-audit
legacy-onlyChosen benchmark version- Reference solution (oracle)
- Pass
- No-op resistance check
- Pass
- QA verdict
- snorkel review: needs-revision x1, accept x1
- Aggregate eligibility
- Eligible version
The task
An instruction excerpt is not available in the public snapshot.
Excerpt only; not a complete executable task specification. Task ID review-c69418079ff48fbf · 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 |
|---|
Legacy evidence
| Model / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|---|---|---|---|
| GPT-5.5 · default (unverified) | 2/10 · 20.0% [5.7%, 51.0%] | 0 / 10 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
| Claude Opus 4.8 · default (unverified) | 4/8 · 50.0% [21.5%, 78.5%] | 0 / 8 | 2 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
Every recorded run
28 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 |
|---|---|---|---|---|---|
tbench-task__QYFz3yynop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__u2jDEjEoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__4BiRcGporacle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__TFdtrVToracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__8KnpftNGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 24,353 Turns: — Cost: $3.3250 | Not publicly available |
tbench-task__JK9nW98Claude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 80,316 Turns: — Cost: $5.3246 | Not publicly available |
tbench-task__vVLZZYFClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 74,954 Turns: — Cost: $5.0016 | Not publicly available |
tbench-task__seU7UAzGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 17,206 Turns: — Cost: $2.2810 | Not publicly available |
tbench-task__wXrKgXqClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · excludedharness_error | HARNESS_ERROR derived | Tokens: 79,498 Turns: — Cost: $5.7619 | Not publicly available |
tbench-task__JpiQG9bClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 80,390 Turns: — Cost: $5.2721 | Not publicly available |
tbench-task__nMkiUSCGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 19,985 Turns: — Cost: $2.7882 | Not publicly available |
tbench-task__QTDqvrtGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 12,869 Turns: — Cost: $1.7048 | Not publicly available |
tbench-task__YHeaK3PClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · excludedharness_error | HARNESS_ERROR derived | Tokens: 96,624 Turns: — Cost: $7.0204 | Not publicly available |
tbench-task__dRKgfQEGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 25,955 Turns: — Cost: $2.8204 | Not publicly available |
tbench-task__HZpbEXgoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__YxAr2Qunop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__66ndXfyoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__g6XzLGzoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__LzjKQi8Claude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 40,590 Turns: — Cost: $2.7749 | Not publicly available |
tbench-task__6kEt63SClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 32,693 Turns: — Cost: $2.5572 | Not publicly available |
tbench-task__BeYggwBGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 15,950 Turns: — Cost: $3.1014 | Not publicly available |
tbench-task__f7NRHDyClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 42,107 Turns: — Cost: $3.1676 | Not publicly available |
tbench-task__K4BbXDSClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 29,154 Turns: — Cost: $2.2302 | Not publicly available |
tbench-task__wEh5LA8GPT-5.5 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 16,606 Turns: — Cost: $3.4124 | Not publicly available |
tbench-task__NTVbGYCGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 15,535 Turns: — Cost: $2.8030 | Not publicly available |
tbench-task__vpUG8qqGPT-5.5 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 17,755 Turns: — Cost: $3.4376 | Not publicly available |
tbench-task__mNzLFpeGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 15,171 Turns: — Cost: $2.9209 | Not publicly available |
tbench-task__KWDuq58Claude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 42,460 Turns: — Cost: $3.0759 | Not publicly available |