{
  "topic": {
    "id": 568888,
    "title": "Public 2nd Place Solution",
    "authorName": "Camaro",
    "commentCount": 6,
    "votes": 42,
    "postDate": "2025-03-18T14:56:49.183000"
  },
  "comments": [
    {
      "id": 3153250,
      "authorName": "Eduardo Rocha de Andrade",
      "votes": 2,
      "postDate": "2025-03-18T15:06:48.027000",
      "content": "<p>Thanks for the write up! In the end, I think our solutions were quite similar! :)</p>"
    },
    {
      "id": 3153252,
      "authorName": "Camaro",
      "votes": 2,
      "postDate": "2025-03-18T15:11:35.430000",
      "content": "<p>Yes, I commented the same thing!:)</p>"
    },
    {
      "id": 3304935,
      "authorName": "Tiger2160187",
      "votes": 0,
      "postDate": "2025-10-21T15:20:28.953000",
      "content": "<p>Hi, <a href=\"https://www.kaggle.com/Camero\" target=\"_blank\">@Camero</a>!<br>\nI just found out this article, seems like some late but not too late on my side.<br>\nI am researching on improving the SWE-bench agent accuracy but here is really strict requirements. <br>\nI'd love to connect with you and collaborate on this project.<br>\nHere's my Contact information.<br>\nEmail: <a href=\"mailto:jacob14350@gmail.com\">jacob14350@gmail.com</a><br>\nTelegram: <a href=\"https://www.kaggle.com/ahmed\" target=\"_blank\">@ahmed</a>_jc<br>\nWhatsApp: +1 (606) 443-4119<br>\nI look forward to hearing from you.<br>\nThank you</p>"
    },
    {
      "id": 3153984,
      "authorName": "Kalilur Rahman",
      "votes": 0,
      "postDate": "2025-03-19T12:05:46.383000",
      "content": "<p>Great solution and visualization. All the best for your rewards! </p>"
    },
    {
      "id": 3153735,
      "authorName": "ISAKA Tsuyoshi",
      "votes": 0,
      "postDate": "2025-03-19T05:39:06.453000",
      "content": "<p>Great solution and visualization!  </p>\n<p>Did you try various approaches before arriving at the Agentless method?  <br>\nAlso, how do you perceive the relationship between external data, the public leaderboard, and the private leaderboard? (I personally feel that external data and the public leaderboard are somewhat distant from each other.)</p>"
    },
    {
      "id": 3153931,
      "authorName": "Camaro",
      "votes": 1,
      "postDate": "2025-03-19T10:48:18.110000",
      "content": "<blockquote>\n  <p>Did you try various approaches before arriving at the Agentless method?  </p>\n</blockquote>\n<p>No, I considered trying an agentic pipeline like OpenHands but realized that it is hard to control and evaluate and not suitable for a small model.</p>\n<blockquote>\n  <p>Also, how do you perceive the relationship between external data, the public leaderboard, and the private leaderboard?  </p>\n</blockquote>\n<p>I feel that SWE-Bench is easier than this public dataset, especially SWE-Bench Verified. The skip rate in the current leaderboard is higher than in SWE-Bench Verified, and the failure rate is also higher. There seem to be more noisy instances. As for the private leaderboard, I am not sure. I hope it is clean.</p>"
    }
  ],
  "index": {
    "id": "568888",
    "title": "Public 2nd Place Solution",
    "authorName": "",
    "commentCount": "6",
    "votes": "42",
    "postDate": "2025-03-18 14:56:49.183000"
  },
  "competition": "konwinski-prize"
}