Unverified50% confidenceFactExact time
Decision Index is an evaluation benchmark designed specifically for decision-type models, focusing on structured judgment scenarios such as multi-attribute option comparison, risk probability estimation, and ranking consistency
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEvaluating a decision model should separately examine three distinct questions: accuracy, calibration, and routing capability.74% similarUnverifiedIf deployment decisions are to depend on benchmarking or regression checks, a candidate evaluation plugin that implements both metric measurement and selection decisions must be provided for the recipe.71% similarUnverifiedThe judgment model is optimized specifically for rapid classification and confidence scoring, outputting only probability values, and has advantages in high-frequency, low-latency scenarios such as content moderation, risk assessment, and real-time routing.71% similarUnverifiedLaya is positioned as a decision model focused on structured decision tasks, covering scenarios including intent routing, fact-checking, content moderation consensus judgment, prompt guardrails, rubric scoring, and multi-turn dialogue trajectory analysis.68% similarUnverifiedAn evaluation set (eval set) is a carefully constructed collection of input samples and their corresponding expected outputs or evaluation criteria, used to systematically measure a model's performance on specific tasks.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/996971API
curl https://kongchang.com/api/v1/knowledge/claims/996971MCP
get_claim(id=996971)