GSO
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.Optimization success
GSO
No comparable per-task resource measurements were published. Missing metrics are omitted from their graph; quality scores remain available.
Results table
Method & coverage
102 code optimization tasks; percentage of instances beating the target commit implementation (opt_commit), not the percentage merely passing tests. Pinned original experiment result manifest.
No comparable per-task resource measurements were published.
How the Lumina conversion works
1,000 + 75 × ((original score − 29.333000000000002) / 26.085672312593363). The result is rounded once. Scores may tie.
Frozen initial observed text-only cohort; one mean per exact publisher release/API, balancing repeated settings/routes within that release. Original score and protocol remain separate. No inferred variants or future refitting.
- Calibration
- gso-z75-v1 · experimental
- Reference mean
- 29.333000000000002
- Population SD
- 26.085672312593363
- Coverage
- Standalone benchmark.
Identity, exclusions & attribution
Original measurements and exact source settings retained; unknown API, effort and harness versions remain unknown.
Text code and terminal-based optimization tasks.
Standalone text benchmark; no new combined index. Source identity/effort/protocol qualifications remain in Data and CSV.
All published reasoning settings, including Claude Max, are included by default. Display labels use Low and xHigh; source labels remain in the retained records.
Official source · Publication terms / evidence
Publisher terms. Scores and resource figures are attributed to the original publisher.