# Explanation Generation on MHC avg prompt instance Source: [Explanation Generation on MHC avg prompt instance]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:28.048Z Evaluation of model performance on generating explanations using the MHC 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) | MHC avg prompt instance | | Metric | 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 - [Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Time (s) | Result date | Report paper | | --- | --- | --- | --- | | JoPA | 14.473 | Not recorded | 68fa7b651e209131cea882f8 | | Captum | 1806.551 | Not recorded | 68fa7b651e209131cea882f8 | ### JoPA Time (s): 14.473. Result ID: 698b852e7a967eddb76f42f3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA-2 (7B-Chat)","k":3}. This record does not assert independent reproduction. ### Captum Time (s): 1806.551. Result ID: 698b852e7a967eddb76f42f2. [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.