> For the complete documentation index, see [llms.txt](https://emory.gitbook.io/ai-research-practicum/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://emory.gitbook.io/ai-research-practicum/assignments/hw8-analysis.md).

# HW8: Analysis

## Writing

* Write the Analysis section in your team overleaf project.
* Recommended length: 100 - 200 lines (including tables and figures).
* Submit the PDF version of your current draft up to the Analysis section.

## Rubric

* **Performance Analysis** (4 points)
  * Is there a comprehensive breakdown of model performance across different categories?
  * Is there a comparative analysis with baseline, state-of-the-art, and your methods?
  * Are there ablation studies to validate design choices?
  * Is the analysis supported by appropriate visualizations?
* **Error Analysis** (3 points)
  * Are the errors systematically categorized and analyzed?
  * Are specific error cases examined in detail?
  * Is there a meaningful interpretation of error sources?
* **Discussions** (2 points)
  * Are the limitations clearly identified and analyzed?
  * Are future research directions properly outlined?