{
  "id": 614622,
  "title": "Suggestion for Future Competitions: Standardized Ground Truth for 3D Reassembly",
  "url": "/competitions/h690/discussion/614622",
  "author_name": "LazyUnicorn",
  "post_date": "2025-11-05T08:45:54.038000",
  "votes": 0,
  "comment_count": 0,
  "views": 0,
  "content": "<p>I would like to propose a key improvement for future 3D reconstruction/reassembly challenges based on the experience gained in the current competition.</p>\n<p>While the current methodology requires participants to build the Ground Truth (labeled positive/negative pairs) entirely from scratch by performing the initial 2D feature extraction, this process introduces significant variability.</p>\n<p>I suggest that for the next competition, a standardized, pre-validated Ground Truth dataset be provided to all teams.</p>",
  "messages": [
    {
      "id": 3311537,
      "postDate": "2025-11-05T08:45:54.037Z",
      "content": "<p>I would like to propose a key improvement for future 3D reconstruction/reassembly challenges based on the experience gained in the current competition.</p>\n<p>While the current methodology requires participants to build the Ground Truth (labeled positive/negative pairs) entirely from scratch by performing the initial 2D feature extraction, this process introduces significant variability.</p>\n<p>I suggest that for the next competition, a standardized, pre-validated Ground Truth dataset be provided to all teams.</p>",
      "rawMarkdown": "I would like to propose a key improvement for future 3D reconstruction/reassembly challenges based on the experience gained in the current competition.\n\nWhile the current methodology requires participants to build the Ground Truth (labeled positive/negative pairs) entirely from scratch by performing the initial 2D feature extraction, this process introduces significant variability.\n\nI suggest that for the next competition, a standardized, pre-validated Ground Truth dataset be provided to all teams."
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "3311537": "I would like to propose a key improvement for future 3D reconstruction/reassembly challenges based on the experience gained in the current competition.\n\nWhile the current methodology requires participants to build the Ground Truth (labeled positive/negative pairs) entirely from scratch by performing the initial 2D feature extraction, this process introduces significant variability.\n\nI suggest that for the next competition, a standardized, pre-validated Ground Truth dataset be provided to all teams."
  }
}