eval_results.json

{
  "localization": {
    "models": [
      {
        "type": "Resnet34",
        "version": "1",
        "results": [
          {
            "seed": 0,
            "validation": 0.655561089515686,
            "validation+TTA": 0.6593687534332275,
            "test": 0.6609889268875122,
            "test+TTA": 0.6667125821113586
          },
          {
            "seed": 1,
            "validation": 0.6675180196762085,
            "validation+TTA": 0.6742162704467773,
            "test": 0.6685479879379272,
            "test+TTA": 0.6779820919036865
          },
          {
            "seed": 2,
            "validation": 0.6820357441902161,
            "validation+TTA": 0.6837703585624695,
            "test": 0.6842487454414368,
            "test+TTA": 0.6882477402687073
          },
          {
            "seed": "agg",
            "validation": 0.6731172800064087,
            "test": 0.7085669040679932
          }
        ]
      },
      {
        "type": "SeResnext50",
        "version": "tuned",
        "results": [
          {
            "seed": 0,
            "validation": 0.6943396329879761,
            "validation+TTA": 0.6917789578437805,
            "test": 0.6953226327896118,
            "test+TTA": 0.6964071393013
          },
          {
            "seed": 1,
            "validation": 0.6922624707221985,
            "validation+TTA": 0.6952671408653259,
            "test": 0.7020459771156311,
            "test+TTA": 0.7115839719772339
          },
          {
            "seed": 2,
            "validation": 0.7000712752342224,
            "validation+TTA": 0.7030336260795593,
            "test": 0.7049877047538757,
            "test+TTA": 0.7095494270324707
          },
          {
            "seed": "agg",
            "validation": 0.7017378807067871,
            "test": 0.70939040184021
          }
        ]
      },
      {
        "type": "Dpn92",
        "version": "tuned",
        "results": [
          {
            "seed": 0,
            "validation": 0.6774290204048157,
            "validation+TTA": 0.6825329065322876,
            "test": 0.6812329292297363,
            "test+TTA": 0.6832576394081116
          },
          {
            "seed": 1,
            "validation": 0.6338940858840942,
            "validation+TTA": 0.6313861608505249,
            "test": 0.6294915080070496,
            "test+TTA": 0.6317281126976013
          },
          {
            "seed": 2,
            "validation": 0.6654486060142517,
            "validation+TTA": 0.6720489859580994,
            "test": 0.6688538193702698,
            "test+TTA": 0.6732541918754578
          },
          {
            "seed": "agg",
            "validation": 0.6644008755683899,
            "test": 0.6646190285682678
          }
        ]
      },
      {
        "type": "SeNet154",
        "version": "1",
        "results": [
          {
            "seed": 0,
            "validation": 0.7246910929679871,
            "validation+TTA": 0.7289788722991943,
            "test": 0.7340527176856995,
            "test+TTA": 0.7394360899925232
          },
          {
            "seed": 1,
            "validation": 0.7107652425765991,
            "validation+TTA": 0.7168223261833191,
            "test": 0.7244725823402405,
            "test+TTA": 0.7306058406829834
          },
          {
            "seed": 2,
            "validation": 0.7221711874008179,
            "validation+TTA": 0.7244910597801208,
            "test": 0.734748125076294,
            "test+TTA": 0.7392311096191406
          },
          {
            "seed": "agg",
            "validation": 0.7282817363739014,
            "test": 0.7402129173278809
          }
        ]
      },
      {
        "model": "EfficientUnetB0(No BN, Not Wide-SE, not SCSEDecoder",
        "version": "00",
        "results": {
          "seed": 0,
          "validation": 0.75733
        }
      },
      {
        "model": "EfficientUnetB0(BN, Not Wide SE, not SCSEDecoder)",
        "version": "00",
        "result": {
          "seed": 0,
          "validation": 0.75896
        }
      }
    ]
  }
}