{
  "id": 721036,
  "title": "Participant Code & Working Notes Summary",
  "url": "/competitions/animal-clef-2026/discussion/721036",
  "author_name": "wildlifedatasets",
  "post_date": "2026-07-06T08:31:59.069000",
  "votes": 1,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Below is a consolidated collection of the participants' code and working notes (to appear soon). Feel free to explore alternative implementations and pick up ideas.</p>\n<table>\n<thead>\n<tr>\n<th>Rank</th>\n<th>Team</th>\n<th>ARI</th>\n<th>Code</th>\n<th>Working notes</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td>M. I. A</td>\n<td>0.70393</td>\n<td><a href=\"https://github.com/MIA-AI-Team/AnimalCLEF26\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>2</td>\n<td>Ram Lab</td>\n<td>0.70050</td>\n<td><a href=\"https://github.com/yoavram-lab/AnimalCLEF-2026-sub231\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>4</td>\n<td>HSU Lab</td>\n<td>0.67537</td>\n<td><a href=\"https://github.com/hsucomputinglab/animalclef2026-species-specific-multistage-clustering\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>5</td>\n<td>DS@GT LifeCLEF</td>\n<td>0.67424</td>\n<td><a href=\"https://github.com/dsgt-arc/animalclef-2026\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>6</td>\n<td>gilles colling</td>\n<td>0.57038</td>\n<td><a href=\"https://github.com/gcol33/animal-clef-2026\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>33</td>\n<td>ymygan</td>\n<td>0.35682</td>\n<td><a href=\"https://github.com/cssds/samgc-animalclef2026\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>43</td>\n<td>Hanif Noer Rofiq</td>\n<td>0.33830</td>\n<td><a href=\"https://github.com/hanifnoerr/animalclef2026-lampr\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>49</td>\n<td>Dr_F</td>\n<td>0.31974</td>\n<td><a href=\"https://github.com/fan1344rwere/AnimalCLEF2026-Solution\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>58</td>\n<td>149_CV4Animal</td>\n<td>0.29737</td>\n<td><a href=\"https://github.com/szjcwy/149_CV4AnimalCLEF/\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>63</td>\n<td>差不多先生</td>\n<td>0.28905</td>\n<td><a href=\"https://github.com/SoBigLikeMe/animalclef2026-code\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>167</td>\n<td>Deepak Swaroop</td>\n<td>0.20371</td>\n<td><a href=\"https://github.com/onepunchgin/AnimalCLEF26\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>170</td>\n<td>Sinan Pourazari</td>\n<td>0.19616</td>\n<td><a href=\"https://github.com/Sinan-Pourazari/Wildlife-Re-ID\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>Baseline</td>\n<td>WildFusion + HDBSCAN</td>\n<td>0.21221</td>\n<td><a href=\"https://www.kaggle.com/code/wildlifedatasets/animalclef2026-official-baseline-improved\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>Baseline</td>\n<td>MegaDescriptor + MiewID + DBSCAN</td>\n<td>0.20646</td>\n<td><a href=\"https://www.kaggle.com/code/picekl/animalclef2026-starter-notebook\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n</tbody>\n</table>",
  "messages": [
    {
      "id": 3490356,
      "postDate": "2026-07-06T08:31:59.070Z",
      "content": "<p>Below is a consolidated collection of the participants' code and working notes (to appear soon). Feel free to explore alternative implementations and pick up ideas.</p>\n<table>\n<thead>\n<tr>\n<th>Rank</th>\n<th>Team</th>\n<th>ARI</th>\n<th>Code</th>\n<th>Working notes</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td>M. I. A</td>\n<td>0.70393</td>\n<td><a href=\"https://github.com/MIA-AI-Team/AnimalCLEF26\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>2</td>\n<td>Ram Lab</td>\n<td>0.70050</td>\n<td><a href=\"https://github.com/yoavram-lab/AnimalCLEF-2026-sub231\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>4</td>\n<td>HSU Lab</td>\n<td>0.67537</td>\n<td><a href=\"https://github.com/hsucomputinglab/animalclef2026-species-specific-multistage-clustering\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>5</td>\n<td>DS@GT LifeCLEF</td>\n<td>0.67424</td>\n<td><a href=\"https://github.com/dsgt-arc/animalclef-2026\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>6</td>\n<td>gilles colling</td>\n<td>0.57038</td>\n<td><a href=\"https://github.com/gcol33/animal-clef-2026\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>33</td>\n<td>ymygan</td>\n<td>0.35682</td>\n<td><a href=\"https://github.com/cssds/samgc-animalclef2026\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>43</td>\n<td>Hanif Noer Rofiq</td>\n<td>0.33830</td>\n<td><a href=\"https://github.com/hanifnoerr/animalclef2026-lampr\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>49</td>\n<td>Dr_F</td>\n<td>0.31974</td>\n<td><a href=\"https://github.com/fan1344rwere/AnimalCLEF2026-Solution\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>58</td>\n<td>149_CV4Animal</td>\n<td>0.29737</td>\n<td><a href=\"https://github.com/szjcwy/149_CV4AnimalCLEF/\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>63</td>\n<td>差不多先生</td>\n<td>0.28905</td>\n<td><a href=\"https://github.com/SoBigLikeMe/animalclef2026-code\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>167</td>\n<td>Deepak Swaroop</td>\n<td>0.20371</td>\n<td><a href=\"https://github.com/onepunchgin/AnimalCLEF26\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>170</td>\n<td>Sinan Pourazari</td>\n<td>0.19616</td>\n<td><a href=\"https://github.com/Sinan-Pourazari/Wildlife-Re-ID\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>Baseline</td>\n<td>WildFusion + HDBSCAN</td>\n<td>0.21221</td>\n<td><a href=\"https://www.kaggle.com/code/wildlifedatasets/animalclef2026-official-baseline-improved\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n<tr>\n<td>Baseline</td>\n<td>MegaDescriptor + MiewID + DBSCAN</td>\n<td>0.20646</td>\n<td><a href=\"https://www.kaggle.com/code/picekl/animalclef2026-starter-notebook\" target=\"_blank\">CODE</a></td>\n<td></td>\n</tr>\n</tbody>\n</table>",
      "rawMarkdown": "Below is a consolidated collection of the participants' code and working notes (to appear soon). Feel free to explore alternative implementations and pick up ideas.\n\n| Rank | Team | ARI | Code | Working notes | \n| --- | --- | --- | --- |\n| 1\t| M. I. A | 0.70393 | [CODE](https://github.com/MIA-AI-Team/AnimalCLEF26) | |\n| 2\t| Ram Lab | 0.70050 |  [CODE](https://github.com/yoavram-lab/AnimalCLEF-2026-sub231) | |\n| 4\t| HSU Lab | 0.67537 | [CODE](https://github.com/hsucomputinglab/animalclef2026-species-specific-multistage-clustering)  | |\n| 5\t| DS@GT LifeCLEF | 0.67424  | [CODE](https://github.com/dsgt-arc/animalclef-2026) | |\n| 6\t| gilles colling | 0.57038 | [CODE](https://github.com/gcol33/animal-clef-2026)  | |\n| 33\t| ymygan | 0.35682 | [CODE](https://github.com/cssds/samgc-animalclef2026)  | |\n| 43\t| Hanif Noer Rofiq |0.33830  | [CODE](https://github.com/hanifnoerr/animalclef2026-lampr)  | |\n| 49\t| Dr_F | 0.31974 |  [CODE](https://github.com/fan1344rwere/AnimalCLEF2026-Solution) | |\n| 58\t| 149_CV4Animal | 0.29737 | [CODE](https://github.com/szjcwy/149_CV4AnimalCLEF/)  | |\n| 63\t| 差不多先生 | 0.28905  | [CODE](https://github.com/SoBigLikeMe/animalclef2026-code)  | |\n| 167 | Deepak Swaroop |0.20371  | [CODE](https://github.com/onepunchgin/AnimalCLEF26)  | |\n| 170\t| Sinan Pourazari | 0.19616 |  [CODE](https://github.com/Sinan-Pourazari/Wildlife-Re-ID) | |\n| Baseline|  WildFusion + HDBSCAN | 0.21221 | [CODE](https://www.kaggle.com/code/wildlifedatasets/animalclef2026-official-baseline-improved) | |\n| Baseline|  MegaDescriptor + MiewID + DBSCAN |0.20646 | [CODE](https://www.kaggle.com/code/picekl/animalclef2026-starter-notebook) | |",
      "votes": 1
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "3490356": "Below is a consolidated collection of the participants' code and working notes (to appear soon). Feel free to explore alternative implementations and pick up ideas.\n\n| Rank | Team | ARI | Code | Working notes | \n| --- | --- | --- | --- |\n| 1\t| M. I. A | 0.70393 | [CODE](https://github.com/MIA-AI-Team/AnimalCLEF26) | |\n| 2\t| Ram Lab | 0.70050 |  [CODE](https://github.com/yoavram-lab/AnimalCLEF-2026-sub231) | |\n| 4\t| HSU Lab | 0.67537 | [CODE](https://github.com/hsucomputinglab/animalclef2026-species-specific-multistage-clustering)  | |\n| 5\t| DS@GT LifeCLEF | 0.67424  | [CODE](https://github.com/dsgt-arc/animalclef-2026) | |\n| 6\t| gilles colling | 0.57038 | [CODE](https://github.com/gcol33/animal-clef-2026)  | |\n| 33\t| ymygan | 0.35682 | [CODE](https://github.com/cssds/samgc-animalclef2026)  | |\n| 43\t| Hanif Noer Rofiq |0.33830  | [CODE](https://github.com/hanifnoerr/animalclef2026-lampr)  | |\n| 49\t| Dr_F | 0.31974 |  [CODE](https://github.com/fan1344rwere/AnimalCLEF2026-Solution) | |\n| 58\t| 149_CV4Animal | 0.29737 | [CODE](https://github.com/szjcwy/149_CV4AnimalCLEF/)  | |\n| 63\t| 差不多先生 | 0.28905  | [CODE](https://github.com/SoBigLikeMe/animalclef2026-code)  | |\n| 167 | Deepak Swaroop |0.20371  | [CODE](https://github.com/onepunchgin/AnimalCLEF26)  | |\n| 170\t| Sinan Pourazari | 0.19616 |  [CODE](https://github.com/Sinan-Pourazari/Wildlife-Re-ID) | |\n| Baseline|  WildFusion + HDBSCAN | 0.21221 | [CODE](https://www.kaggle.com/code/wildlifedatasets/animalclef2026-official-baseline-improved) | |\n| Baseline|  MegaDescriptor + MiewID + DBSCAN |0.20646 | [CODE](https://www.kaggle.com/code/picekl/animalclef2026-starter-notebook) | |"
  }
}