# Explanation Generation on Alpaca avg prompt instance Source: [Explanation Generation on Alpaca avg prompt instance]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:09.452Z Evaluation of model performance on generating explanations using the Alpaca average prompt instance set, focusing on inference time. 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 | Explanation Generation | | Dataset (including any stated split) | Alpaca avg prompt instance | | Metric | Inference Time (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 2 of 2 | | 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 - [Inference Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Inference Time (s) | Result date | Report paper | | --- | --- | --- | --- | | JoPA | 15.225 | Not recorded | 68fa7b651e209131cea882f8 | | Captum | 1169.648 | Not recorded | 68fa7b651e209131cea882f8 | ### JoPA Inference Time (s): 15.225. Result ID: 698b852e7a967eddb76f42ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA-2 (7B-Chat)","k":3}. This record does not assert independent reproduction. ### Captum Inference Time (s): 1169.648. Result ID: 698b852e7a967eddb76f42ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA-2 (7B-Chat)","k":3}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.