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graded correctness

分级正确性:一种评估理念,把输出按连续刻度打分(完全正确 / 部分正确 / 错误),承认同一任务下多个答案可能不同程度的有效。常用在 LLM 与 NL2Vis 评估中。

English Definition

"An evaluation notion in which outputs are scored along a continuum (e.g., fully correct, partially correct, incorrect) rather than as a binary right/wrong, acknowledging that multiple answers may be valid to varying degrees."

用法说明 · 针对中文母语者

和 binary correctness / multiple valid answers 一起讨论。Lexara 的核心立场之一就是支持 graded correctness。

真实用例 · 2

"existing visualization-specific metrics (...) rarely accommodate graded correctness and are difficult to interpret"

论文Pipeline extracted — review needed·现有可视化指标的局限

"practitioners emphasize the need for flexible, multi-granular evaluation that accommodates graded correctness and multiple valid answers"

论文Pipeline extracted — review needed·实践者需求
由 pipeline 自动采集,待人工 review