# Long Text Generation on Stylized Feedback Generation Benchmark Source: [Long Text Generation on Stylized Feedback Generation Benchmark]() Collection index: [llms.txt]() Data updated: 2026-04-29T07:21:44.130Z Evaluation of models on the Stylized Feedback Generation Benchmark focusing on Long Text Generation capabilities, measured using R-1, R-L, MET, and LLM metrics. 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 | Long Text Generation | | Dataset (including any stated split) | Stylized Feedback Generation Benchmark | | Metric | R-1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [R-1](): Higher is better; unit: PERCENT. - [R-L](): Higher is better; unit: PERCENT. - [MET Score](): Higher is better; unit: PERCENT. - [LLM Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | R-1 | Result date | Report paper | | --- | --- | --- | --- | | PAT | 24.2 | Not recorded | 69f1907655a3c32af89fb9b5 | | PAT | 23.1 | Not recorded | 69f1907655a3c32af89fb9b5 | | PGraph | 21.3 | Not recorded | 69f1907655a3c32af89fb9b5 | | PGraph | 21.1 | Not recorded | 69f1907655a3c32af89fb9b5 | | GraSPeR | 19.6 | Not recorded | 69f1907655a3c32af89fb9b5 | | GraSPeR | 19.1 | Not recorded | 69f1907655a3c32af89fb9b5 | | LaMP | 18.1 | Not recorded | 69f1907655a3c32af89fb9b5 | | LaMP | 17.9 | Not recorded | 69f1907655a3c32af89fb9b5 | ### PAT R-1: 24.2. Result ID: 69f1b10d47f34ce924d7c095. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction. ### PAT R-1: 23.1. Result ID: 69f1b10d47f34ce924d7c096. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction. ### PGraph R-1: 21.3. Result ID: 69f1b10d47f34ce924d7c099. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction. ### PGraph R-1: 21.1. Result ID: 69f1b10d47f34ce924d7c09a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction. ### GraSPeR R-1: 19.6. Result ID: 69f1b10d47f34ce924d7c097. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction. ### GraSPeR R-1: 19.1. Result ID: 69f1b10d47f34ce924d7c098. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction. ### LaMP R-1: 18.1. Result ID: 69f1b10d47f34ce924d7c09c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction. ### LaMP R-1: 17.9. Result ID: 69f1b10d47f34ce924d7c09b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.