Task gallery / Data processing / data science / Version 1
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

Add the Bergsma–Dassios sign covariance with its tie-aware decomposition to dcor The repository in /app is dcor (distance correlation and energy statistics). We want a new dependence measure for two real-valued variables: the Bergsma–Dassios sign covariance τ\, together with its exact tie-symmetrised decomposition τ\ = 12 D̃ + 24 R̃, the four strict/non-strict boundary versions of the Hoeffding and Blum–Kiefer–Rosen…

Excerpt only; not a complete executable task specification. Task ID sfdata2/dcor-taustar-ties · 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 / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
GPT-6 Astra · medium3/3 · 100.0% [43.9%, 100.0%] · preliminary0 / 31
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes

Every recorded run

16 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 / modelDate / sourceReward / eligibilityDiagnostic class / sourceResourcesEvidence
dcor-taustar-ties__DatL6ho
oracle@@
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__GAPSHWT
nop@@
Oct 18, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__Utw5R2V
oracle@@
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__WktSin3
nop@@
Oct 18, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__cWrdJ8G
oracle@@
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__izkZ6nY
nop@@
Oct 18, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__FHvMgtD
GPT-6 Astra · medium
Oct 18, 2026
delivery
No reward · excludedno_rewardHARNESS_ERROR
derived
Tokens: 6,250
Turns: 13
Cost: —
Not publicly available
dcor-taustar-ties__Fr3fCDf
GPT-6 Astra · medium
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: 8,629
Turns: 17
Cost: —
Not publicly available
dcor-taustar-ties__4S3tPoU
nop@@
Oct 18, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__EUywR7X
oracle@@
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__ghNkjqi
nop@@
Oct 18, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__it4dh2w
oracle@@
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__tNFjdCr
nop@@
Oct 18, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__v4842R8
oracle@@
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dcor-taustar-ties__DSJp4Pf
GPT-6 Astra · medium
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: 9,340
Turns: 19
Cost: —
Not publicly available
dcor-taustar-ties__qcfpVnr
GPT-6 Astra · medium
Oct 18, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: 8,406
Turns: 15
Cost: —
Not publicly available