evaluation-package · Source-linked discovery
PRISM GSM8K Exhaustive
Measures accuracy sensitivity to the ordering of six fixed reasoning instruction modules (RESTATE, IDENTIFY, PLAN, COMPUTE, CHECK, ANSWER) on a frozen 32-question GSM8K subset. All 720 permutations are evaluated with deterministic decoding (temperature=0). Scoring uses canonical numeric answer extraction. The primary metric is per-ordering accuracy, enabling a full fitness landscape map. The paper reports 6.3%-96.9% accuracy range across orderings.
OriginBlessings MambweTopicsCyberStatuscatalogued
Can support
Not independently assessed by FronteraEval yet.
Cannot support by itself
No inference beyond the upstream source should be made until the protocol is reviewed.