Evaluation

ID
63c34763-65d2-4f81-93e1-59a13c58d299
Submission ID
df8b3857-9936-4436-9e82-8665428ca9a4
Method ID
ce83983b-acb8-414a-ac6d-00562de2534f
Status
Succeeded
User
User Mugshot MatsWillem 
Challenge
ULS23
Phase
Development Phase (Limited Inference Time Models)
Algorithm
Baseline AIMI Group 12 (Image Version e3320b2f-4304-4e7c-bee7-fca707c97efe )
Submission created
June 5, 2024, 5:06 a.m.
Result created
June 5, 2024, 5:06 a.m.
Position on leaderboard
3
Comment:
Fine-tune baseline, 200 epochs, lr 1.25e-3 (eighth of original)

Metrics

{
  "case": {
    "fn": {
      "0": "file_0_lesion_0",
      "1": "file_0_lesion_1",
      "2": "file_0_lesion_2",
      "3": "file_0_lesion_3",
      "4": "file_0_lesion_4",
      "5": "file_0_lesion_5",
      "6": "file_0_lesion_6",
      "7": "file_0_lesion_7",
      "8": "file_0_lesion_8",
      "9": "file_0_lesion_9",
      "10": "file_0_lesion_10",
      "11": "file_0_lesion_11",
      "12": "file_0_lesion_12",
      "13": "file_0_lesion_13",
      "14": "file_0_lesion_14",
      "15": "file_0_lesion_15",
      "16": "file_0_lesion_16",
      "17": "file_0_lesion_17",
      "18": "file_0_lesion_18",
      "19": "file_0_lesion_19",
      "20": "file_0_lesion_20",
      "21": "file_0_lesion_21",
      "22": "file_0_lesion_22",
      "23": "file_0_lesion_23",
      "24": "file_0_lesion_24",
      "25": "file_0_lesion_25",
      "26": "file_0_lesion_26",
      "27": "file_0_lesion_27",
      "28": "file_0_lesion_28",
      "29": "file_0_lesion_29",
      "30": "file_0_lesion_30",
      "31": "file_0_lesion_31",
      "32": "file_0_lesion_32",
      "33": "file_0_lesion_33",
      "34": "file_0_lesion_34",
      "35": "file_0_lesion_35",
      "36": "file_0_lesion_36",
      "37": "file_0_lesion_37",
      "38": "file_0_lesion_38",
      "39": "file_0_lesion_39",
      "40": "file_0_lesion_40",
      "41": "file_0_lesion_41",
      "42": "file_0_lesion_42",
      "43": "file_0_lesion_43",
      "44": "file_0_lesion_44",
      "45": "file_0_lesion_45",
      "46": "file_0_lesion_46",
      "47": "file_0_lesion_47",
      "48": "file_0_lesion_48",
      "49": "file_0_lesion_49"
    },
    "SegmentationDice": {
      "0": 0.760914760914761,
      "1": 0.16053879458456463,
      "2": 0.40783961304135224,
      "3": 0.9340974212034384,
      "4": 0.9485507956736268,
      "5": 0.9324444482626792,
      "6": 0.6948356807511737,
      "7": 0.7825457569434284,
      "8": 0.8408812729498164,
      "9": 0.9316094127228831,
      "10": 0.9553912507701787,
      "11": 0.9246806090304516,
      "12": 0.8703030718595721,
      "13": 0.7988049161404224,
      "14": 0.8020287686039744,
      "15": 0.7892460549386324,
      "16": 0.8252173913043478,
      "17": 0.8683914510686164,
      "18": 0.8397394136807818,
      "19": 0.8836045056320401,
      "20": 0.8360524204332709,
      "21": 0.798555714165757,
      "22": 0.45823704192802905,
      "23": 0.8266423357664233,
      "24": 0.8211781206171108,
      "25": 0.8711724137931034,
      "26": 0.9168860246286042,
      "27": 0.6889700844941767,
      "28": 0.8351601574970735,
      "29": 0.8800171098595566,
      "30": 0.9130868162751097,
      "31": 0.8993720756069615,
      "32": 0.8699918233851186,
      "33": 0.7771428571428571,
      "34": 0.8285408108590819,
      "35": 0.8576025744167337,
      "36": 0.8553162853297442,
      "37": 0.9199284511784511,
      "38": 0.6554307116104869,
      "39": 0.851581508515815,
      "40": 0.4108175061932287,
      "41": 0.8108988597660299,
      "42": 0.683991683991684,
      "43": 0.9028400597907325,
      "44": 0.8487478479684247,
      "45": 0.5070569785676947,
      "46": 0.6353531731803513,
      "47": 0.5795246800731262,
      "48": 0.9593205185516317,
      "49": 0.9158958716672635
    },
    "LongAxisErrorPercentage": {
      "0": 0.007024612258589582,
      "1": 0.3198932531441476,
      "2": 0.008324276200849443,
      "3": 0.024417456891718484,
      "4": 0.039330050336529365,
      "5": 0.026806647931524607,
      "6": 0.0240689181778548,
      "7": 0.009335702733680564,
      "8": 0.07250522133023687,
      "9": 0.0027473684234247888,
      "10": 0.006550499404208131,
      "11": 0.021872887772688122,
      "12": 0.03992135394175812,
      "13": 0.081150768698312,
      "14": 0.02030803358220161,
      "15": 0.037214889182164486,
      "16": 0.02558993871599749,
      "17": 0.09925143521581953,
      "18": 0.04505917970705206,
      "19": 0.0032444465529563194,
      "20": 0.008359717303895266,
      "21": 0.03656697423821436,
      "22": 0.04802394944564316,
      "23": 0.04486625286475181,
      "24": 0.13770572300850062,
      "25": 0.048111104562346074,
      "26": 0.024277732610415652,
      "27": 0.15020312696251836,
      "28": 0.039856494880714056,
      "29": 0.054876002314102064,
      "30": 0.008378526225101553,
      "31": 0.0053658878111153465,
      "32": 0.034686679394319804,
      "33": 0.16429601023819057,
      "34": 0.03637212523169904,
      "35": 0.04383768129817018,
      "36": 0.05211775585192385,
      "37": 0.028367480554223144,
      "38": 0.10867593824841114,
      "39": 0.021655172001610806,
      "40": 0.20729895270403795,
      "41": 0.02324311896569261,
      "42": 0.08320990394265483,
      "43": 0.004341615844984706,
      "44": 0.08374834402903658,
      "45": 0.07281869668638986,
      "46": 0.2160015065603267,
      "47": 0.04808321641095006,
      "48": 0.008995436827525535,
      "49": 0.08453154704345428
    },
    "ShortAxisErrorPercentage": {
      "0": 0.08457002271884984,
      "1": 0.1792795949403937,
      "2": 0.03152130360662324,
      "3": 0.03370829120862648,
      "4": 0.011534777387055144,
      "5": 0.015058881638992183,
      "6": 0.20783451654423138,
      "7": 0.024694598659495134,
      "8": 0.02310034345437713,
      "9": 0.02505365221635014,
      "10": 0.033486180396827624,
      "11": 0.015458998447544302,
      "12": 0.028158179132321784,
      "13": 0.1727319355376395,
      "14": 0.1178623048376485,
      "15": 0.4093073823428968,
      "16": 0.06407147169860654,
      "17": 0.027670940487025862,
      "18": 0.001474929462266849,
      "19": 0.09661656569456363,
      "20": 0.04591871964916908,
      "21": 0.013355497513092554,
      "22": 0.06778407011469073,
      "23": 0.015275808138930161,
      "24": 0.08135687330021653,
      "25": 0.03824011284208481,
      "26": 0.0008141433635503747,
      "27": 0.061653816079054735,
      "28": 0.008360277019109307,
      "29": 0.07576861074914881,
      "30": 0.005029465023562912,
      "31": 0.04520267909397332,
      "32": 0.02664612468534537,
      "33": 0.11616461977275658,
      "34": 0.06126605505082615,
      "35": 0.027756737296366865,
      "36": 0.07743802208484736,
      "37": 0.02490516733504687,
      "38": 0.08275465753510293,
      "39": 0.027607231979519142,
      "40": 0.06209416611124021,
      "41": 0.0317016937752507,
      "42": 0.6230420361699464,
      "43": 0.02246996819141841,
      "44": 0.11731160479802029,
      "45": 0.036798090514880734,
      "46": 0.1934153285143647,
      "47": 0.26918306777044365,
      "48": 0.025677883882412468,
      "49": 0.015949777382169485
    }
  },
  "aggregates": {
    "ChallengeScore": 0.8160464666460175,
    "ConsistencyDice": {
      "max": 0.9776463451920604,
      "min": 0.3248488868883606,
      "std": 0.13347591313082288,
      "25pc": 0.88084560107509,
      "75pc": 0.9649659292245403,
      "mean": 0.8972244691914291,
      "count": 25,
      "median": 0.9394052394707342,
      "samples": 3
    },
    "SegmentationDice": {
      "max": 0.9593205185516317,
      "min": 0.16053879458456463,
      "std": 0.1639176775986021,
      "25pc": 0.7730858330858331,
      "75pc": 0.9002390716529043,
      "mean": 0.7913395581466075,
      "count": 50,
      "median": 0.8378959170570264
    },
    "LongAxisErrorPercentage": {
      "max": 0.3198932531441476,
      "min": 0.0027473684234247888,
      "std": 0.06286373972309274,
      "25pc": 0.021318387396758506,
      "75pc": 0.0749017146893704,
      "mean": 0.05686979228525268,
      "count": 50,
      "median": 0.03827246975934692
    },
    "ShortAxisErrorPercentage": {
      "max": 0.6230420361699464,
      "min": 0.0008141433635503747,
      "std": 0.10961934780302232,
      "25pc": 0.02429603485821563,
      "75pc": 0.08320849883103966,
      "mean": 0.07808274352297755,
      "count": 50,
      "median": 0.0352531908617536
    }
  },
  "consistency_check": {
    "ConsistencyDice": {
      "0": 0.9199929893719784,
      "1": 0.9681630127393178,
      "2": 0.8475997850976867,
      "3": 0.9776463451920604,
      "4": 0.905285338893397,
      "5": 0.9023978809853522,
      "6": 0.9663063083292522,
      "7": 0.9581730373499749,
      "8": 0.9584613851640283,
      "9": 0.9394052394707342,
      "10": 0.9384750072349078,
      "11": 0.9648132969505521,
      "12": 0.9666424594959161,
      "13": 0.8706395271595309,
      "14": 0.9651185614985284,
      "15": 0.9656879275222173,
      "16": 0.9230985916724492,
      "17": 0.9640065982022428,
      "18": 0.9646007163242847,
      "19": 0.3248488868883606,
      "20": 0.8682993014697341,
      "21": 0.7510445331566661,
      "22": 0.7743683524240744,
      "23": 0.8910516749906492,
      "24": 0.9544849722018313
    }
  }
}