Entity trail

DeltaML-Bench

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

BENCHMARKED AGAINST
GPT-5
GPT-5 achieved 9.4% baseline success on DeltaML-Bench research tasks, improved to 33.9% with ARG scaffolding.
Source finding
BENCHMARKED AGAINST
ARG
ARG scaffolding reduced specification gaming rates to near zero on DeltaML-Bench evaluation.
Source finding
BENCHMARKED AGAINST
GPT-5 -> DeltaML-Bench
GPT-5 achieved 9.4% baseline success on DeltaML-Bench research tasks, improved to 33.9% with ARG scaffolding.
Source finding

entity graphfindings textkg edgeskg entities

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