# Interpretation Script Generation on Human Evaluation 10 book excerpts Source: [Interpretation Script Generation on Human Evaluation 10 book excerpts]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:23.401Z Human evaluation benchmark assessing the quality of generated interpretation scripts based on 10 book excerpts, measured by metrics such as Simplification, Completeness, Accuracy, and Cohesion. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Interpretation Script Generation | | Dataset (including any stated split) | Human Evaluation 10 book excerpts | | Metric | Simplification | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Simplification](): Higher is better; unit: SCALAR. - [Completeness](): Higher is better; unit: SCALAR. - [Accuracy](): Higher is better; unit: SCALAR. - [Cohesion](): Higher is better; unit: SCALAR. ## Recorded results | Method | Simplification | Result date | Report paper | | --- | --- | --- | --- | | FD | 5 | Not recorded | 69535c9553fdd5c36173daa5 | | AI4Reading | 5 | Not recorded | 69535c9553fdd5c36173daa5 | | FD | 5 | Not recorded | 69535c9553fdd5c36173daa5 | | AI4Reading | 4.8 | Not recorded | 69535c9553fdd5c36173daa5 | | AI4Reading | 4.6 | Not recorded | 69535c9553fdd5c36173daa5 | | AI4Reading | 4.6 | Not recorded | 69535c9553fdd5c36173daa5 | | AI4Reading | 4.6 | Not recorded | 69535c9553fdd5c36173daa5 | | FD | 4.4 | Not recorded | 69535c9553fdd5c36173daa5 | | FD | 4.2 | Not recorded | 69535c9553fdd5c36173daa5 | | AI4Reading | 4.2 | Not recorded | 69535c9553fdd5c36173daa5 | | FD | 4 | Not recorded | 69535c9553fdd5c36173daa5 | | FD | 3.6 | Not recorded | 69535c9553fdd5c36173daa5 | ### FD Simplification: 5. Result ID: 6996ac5d5698665ec4f67251. [Reporting paper]() Recorded evaluation configuration: {"Annotator":"3"}. This record does not assert independent reproduction. ### AI4Reading Simplification: 5. Result ID: 6996ac5d5698665ec4f67252. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Annotator":"3"}. This record does not assert independent reproduction. ### FD Simplification: 5. Result ID: 6996ac5d5698665ec4f67253. [Reporting paper]() Recorded evaluation configuration: {"Annotator":"4"}. This record does not assert independent reproduction. ### AI4Reading Simplification: 4.8. Result ID: 6996ac5d5698665ec4f67254. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Annotator":"4"}. This record does not assert independent reproduction. ### AI4Reading Simplification: 4.6. Result ID: 6996ac5d5698665ec4f67250. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Annotator":"2"}. This record does not assert independent reproduction. ### AI4Reading Simplification: 4.6. Result ID: 6996ac5d5698665ec4f67256. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Annotator":"5"}. This record does not assert independent reproduction. ### AI4Reading Simplification: 4.6. Result ID: 6996ac5d5698665ec4f67258. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Annotator":"Average"}. This record does not assert independent reproduction. ### FD Simplification: 4.4. Result ID: 6996ac5d5698665ec4f67257. [Reporting paper]() Recorded evaluation configuration: {"Annotator":"Average"}. This record does not assert independent reproduction. ### FD Simplification: 4.2. Result ID: 6996ac5d5698665ec4f6724d. [Reporting paper]() Recorded evaluation configuration: {"Annotator":"1"}. This record does not assert independent reproduction. ### AI4Reading Simplification: 4.2. Result ID: 6996ac5d5698665ec4f6724e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Annotator":"1"}. This record does not assert independent reproduction. ### FD Simplification: 4. Result ID: 6996ac5d5698665ec4f6724f. [Reporting paper]() Recorded evaluation configuration: {"Annotator":"2"}. This record does not assert independent reproduction. ### FD Simplification: 3.6. Result ID: 6996ac5d5698665ec4f67255. [Reporting paper]() Recorded evaluation configuration: {"Annotator":"5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.