Task gallery / Data processing / data science / Version 1
Task evidence / delivery
compact-noise-reflected-divergence
uncalibratedKnown curated cohortChosen benchmark version- Reference solution (oracle)
- Pass
- No-op resistance check
- Pass
- QA verdict
- in-house design (no vendor PR); see docs/reports/datasci-research-v5
- Aggregate eligibility
- Eligible version
The task
Compact-noise reflected-divergence two-sample test We would like dcor.homogeneity to offer a replayable two-sample test built from reflected generative mixtures, a compactly supported noise law and permutation-rank fusion over a dyadic grid of noise scales. The caller supplies all randomness as banks, so a call is a deterministic function of its inputs. Please add the function below, document it, add tests, keep dco…
Excerpt only; not a complete executable task specification. Task ID sfdata2/compact-noise-reflected-divergence · version 1. Selection status: known curated delivery cohort.
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 |
|---|---|---|---|---|
| GPT-6 Astra · medium | 2/2 | 0 / 2 | 1 | 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 |
|---|
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 |
|---|---|---|---|---|---|
compact-noise-reflected-divergen__CXxJZySnop@@ | Oct 18, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__LgKc8Gfnop@@ | Oct 18, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__MwYdDMMoracle@@ | Oct 18, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__TsyCFDGoracle@@ | Oct 18, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__Whu6opMnop@@ | Oct 18, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__qmXErRCoracle@@ | Oct 18, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__3hyeXTZGPT-6 Astra · medium | Oct 18, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: 7,409 Turns: 13 Cost: — | Not publicly available |
compact-noise-reflected-divergen__HRpjXarGPT-6 Astra · medium | Oct 18, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: 7,879 Turns: 11 Cost: — | Not publicly available |
compact-noise-reflected-divergen__nPX64MhGPT-6 Astra · medium | Oct 18, 2026 delivery | No reward · excludedno_reward | HARNESS_ERROR derived | Tokens: 7,849 Turns: 13 Cost: — | Not publicly available |
compact-noise-reflected-divergen__2id3NUsoracle@@ | Oct 18, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__JnB5jdooracle@@ | Oct 18, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__R4M8cK7nop@@ | Oct 18, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__R6gzfQuoracle@@ | Oct 18, 2026 delivery | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__arRA2RYnop@@ | Oct 18, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
compact-noise-reflected-divergen__hoZfedinop@@ | Oct 18, 2026 delivery | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |