Task gallery / Data processing / data science / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
REJECT (#608)
Aggregate eligibility
Eligible version

The task

Add the finite-bound perspective relaxation for cardinality-constrained GLMs to the skglm checkout at /repo. We need efficient exact proximal operations, global certificates for the original sparse GLM, and usable relaxation certificates, including when a relaxation solve stops early or some indicators are fixed by a branch decision. Computation is CPU-only, dependencies are installed, and internet is unavailable. E…

Excerpt only; not a complete executable task specification. Task ID sfdata2/skglm-perspective-certificates · 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 · medium0/00 / 00
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

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 / modelDate / sourceReward / eligibilityDiagnostic class / sourceResourcesEvidence
skglm-perspective-certificates__ES3xLsj
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__R7KS9hi
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__TPD4AAk
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__ZM2ZdSN
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__pym4joV
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__sJNQFPR
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__8Tb9fhD
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__8qRojV2
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__KV7ohaS
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__a5ApXyM
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__pKb6hoi
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__wjknRF3
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__2BtDiNi
GPT-6 Astra · medium
Oct 20, 2026
delivery
0 · excludedsource_duplicateNo diagnostic label
derived
Tokens: 176
Turns: 4
Cost: —
Not publicly available
skglm-perspective-certificates__kmnmZq8
GPT-6 Astra · medium
Oct 20, 2026
delivery
0 · excludedsource_duplicateNo diagnostic label
derived
Tokens: 171
Turns: 4
Cost: —
Not publicly available
skglm-perspective-certificates__8NBkvLu
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__9ar2tgv
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__FdTzpJz
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__mKw78VT
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__mMVaBjf
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__tewHYKU
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__2mkdDo8
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__6UvzkNo
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__AXPcm3i
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__EZgKyUr
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__UsyeJy3
oracle@@
Oct 20, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__xQdpuZA
nop@@
Oct 20, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
skglm-perspective-certificates__exzGz93
GPT-6 Astra · medium
Oct 20, 2026
delivery
1 · excludedsource_duplicateNo diagnostic label
derived
Tokens: 31,873
Turns: 59
Cost: —
Not publicly available
skglm-perspective-certificates__gXrhHbC
GPT-6 Astra · medium
Oct 20, 2026
delivery
1 · excludedsource_duplicateNo diagnostic label
derived
Tokens: 31,032
Turns: 58
Cost: —
Not publicly available