submission

[4pygmalion]

History

• Task2

  res = {
  "error": "",
  "means": {
  "dice": 0.6574674234095118,
  "jaccard": 0.5470246182762484,
  "accuracy": 0.7255573866247164
  },
  "score": 0.6022460208428801,
  "details": [
  {
    "dice": 0.8225101470778136,
    "domain": "leica-450",
    "status": "Info: Evaluate 53e0a9f2b937.mha successfully.",
    "jaccard": 0.6985284374524191,
    "accuracy": 0.7213154603220977
  },
  {
    "dice": 0.9514353865419727,
    "domain": "kfbio-400",
    "status": "Info: Evaluate efe5dd2b36ef.mha successfullby.",
    "jaccard": 0.9073693450366065,
    "accuracy": 0.9170804163336973
  },
  {
    "dice": 0.594649002484124,
    "domain": "3d-1000",
    "status": "Info: Evaluate 61f64eedd507.mha successfully.",
    "jaccard": 0.42313201722220023,
    "accuracy": 0.4882369877157683
  },
  {
    "dice": 0.9022786859096169,
    "domain": "motic",
    "status": "Info: Evaluate dbc713669a1b.mha successfully.",
    "jaccard": 0.8219560596373061,
    "accuracy": 0.8567376193740693
  },
  {
    "dice": 0.84605735783142,
    "domain": "leica-450",
    "status": "Info: Evaluate 1f2d24e452f3.mha successfully.",
    "jaccard": 0.733188398551112,
    "accuracy": 0.8030760343155843
  },
  {
    "dice": 0.7893456995565089,
    "domain": "motic",
    "status": "Info: Evaluate 45d3da9642b3.mha successfully.",
    "jaccard": 0.6519992530215711,
    "accuracy": 0.9108323986041378
  },
  {
    "dice": 0.0,
    "domain": "motic",
    "status": "Info: Evaluate 227234670494.mha successfully.",
    "jaccard": 0.0,
    "accuracy": 0.5511153033599838
  },
  {
    "dice": 0.8335150840811805,
    "domain": "3d-1000",
    "status": "Info: Evaluate 57d0785030df.mha successfully.",
    "jaccard": 0.71455281822023,
    "accuracy": 0.7151970236986994
  },
  {
    "dice": 0.6743243038246853,
    "domain": "leica-450",
    "status": "Info: Evaluate e826007ecd82.mha successfully.",
    "jaccard": 0.5086646046013874,
    "accuracy": 0.6610576923076923
  },
  {
    "dice": 0.295453320882263,
    "domain": "motic",
    "status": "Info: Evaluate f6dc071a8c5f.mha successfully.",
    "jaccard": 0.17333249039280513,
    "accuracy": 0.3615665123434602
  },
  {
    "dice": 0.7188628682248676,
    "domain": "kfbio-400",
    "status": "Info: Evaluate 400d9bff5c9f.mha successfully.",
    "jaccard": 0.5611131317603897,
    "accuracy": 0.8351412085052998
  },
  {
    "dice": 0.8545273106543844,
    "domain": "3d-1000",
    "status": "Info: Evaluate 6f7da1ee9083.mha successfully.",
    "jaccard": 0.746004089493009,
    "accuracy": 0.7955517585404172
  },
  {
    "dice": 0.7539956150298631,
    "domain": "3d-1000",
    "status": "Info: Evaluate 7921d2a5c8bb.mha successfully.",
    "jaccard": 0.6051307877603772,
    "accuracy": 0.6201340195290515
  },
  {
    "dice": 0.6893606188745421,
    "domain": "kfbio-400",
    "status": "Info: Evaluate b612ad9a4ece.mha successfully.",
    "jaccard": 0.525972764745236,
    "accuracy": 0.803269144648455
  },
  {
    "dice": 0.8175178764202096,
    "domain": "leica-450",
    "status": "Info: Evaluate 9ab996345fd7.mha successfully.",
    "jaccard": 0.6913574929532927,
    "accuracy": 0.6941389724832105
  },
  {
    "dice": 0.8127755254075603,
    "domain": "kfbio-400",
    "status": "Info: Evaluate 656c0ac5ed08.mha successfully.",
    "jaccard": 0.6846013898817042,
    "accuracy": 0.8337844000317234
  },
  {
    "dice": 0.22192444158238317,
    "domain": "kfbio-400",
    "status": "Info: Evaluate 730cc75bd5c4.mha successfully.",
    "jaccard": 0.12481159224745372,
    "accuracy": 0.6736681141767727
  },
  {
    "dice": 0.0,
    "domain": "motic",
    "status": "Info: Evaluate 1d3f1717e2b9.mha successfully.",
    "jaccard": 0.0,
    "accuracy": 0.7983383935053792
  },
  {
    "dice": 0.9672286840770983,
    "domain": "3d-1000",
    "status": "Info: Evaluate 4923b467cd92.mha successfully.",
    "jaccard": 0.9365371299189953,
    "accuracy": 0.93656494140625
  },
  {
    "dice": 0.6035865397297433,
    "domain": "leica-450",
    "status": "Info: Evaluate 85bc35b59f83.mha successfully.",
    "jaccard": 0.43224056262887023,
    "accuracy": 0.5343413312925782
  }
  ]
  }

• TASK2_0f1c8ff8: http://219.252.39.224:5000/#/experiments/13/runs/de42e7783d34441a91f9da26d43f3a3b, Fold 2, TTA, threshold 0.05로 마스킹 , Non masking진행

[4pygmalion]

Containers

Task1 (Preliminary)

• docker (c29cf40f): mlflow 성능기록. http://219.252.39.224:5000/#/experiments/13/runs/032e88e4750d4237a9c4ffdbe1cad2c4. TTA안한거.
• segformer-fold3 8b4f4659175f4c648102de3fe1d36f96. 비고) inference.py에서 SPCNNormalizer 없이 사용. 결과 - 0.6845 (28등)

Task2

1. docker (2d56c55d-ff73-4938-8eb2-da49f7d8cdbb), ID: 44d97027-3db2-4650-83b5-980ca8bdef88, SN 진행, no-cache build http://219.252.39.224:5000/#/experiments/13/runs/d62ea0352b6044aaaac495207ce93c43
2. docker (https://grand-challenge.org/algorithms/sv/images/0d73f39a-6f96-46b4-b545-9dcf0114a78c/) : http://219.252.39.224:5000/#/experiments/13/runs/7840b845cb374dceb2a13f4c04eee8ac/artifactPath/model
3. docker Algorithm Image e4d676b0 (SHA256: 9d088908, comment: ae7_fold1): https://cosas.grand-challenge.org/evaluation/82e141f5-933b-4084-a568-dce838600722/ 0.853, http://219.252.39.224:5000/#/experiments/13/runs/8681c47d4dc4453da6c38361347170a2