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ahmed-3m
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InkjetOOD

PyTorch
conditional-diffusion
inkjet-quality-control
yolo
out-of-distribution-detection
anomaly-detection
thesis
Model card Files
xet
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InkjetOOD
File size: 1,380 Bytes
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{
  "overall_auroc": 0.8885557221389306,
  "overall_acc": 0.8270676691729323,
  "overall_fpr95": 0.5632183908045977,
  "per_feature": {
    "angle": {
      "auroc": 0.984375,
      "accuracy": 0.9705882352941176,
      "fpr95": 0.03125,
      "n_good": 32,
      "n_bad": 2
    },
    "dist1": {
      "auroc": 0.9834710743801653,
      "accuracy": 0.8787878787878788,
      "fpr95": 0.045454545454545456,
      "n_good": 22,
      "n_bad": 11
    },
    "dist6": {
      "auroc": 1.0,
      "accuracy": 1.0,
      "fpr95": 0.0,
      "n_good": 26,
      "n_bad": 2
    },
    "dots": {
      "auroc": 0.9907407407407407,
      "accuracy": 0.9333333333333333,
      "fpr95": 0.05555555555555555,
      "n_good": 18,
      "n_bad": 12
    },
    "edge1": {
      "auroc": 0.9636363636363636,
      "accuracy": 0.8571428571428571,
      "fpr95": 0.18181818181818182,
      "n_good": 11,
      "n_bad": 10
    },
    "edge2": {
      "auroc": 0.8784722222222222,
      "accuracy": 0.7352941176470589,
      "fpr95": 0.16666666666666666,
      "n_good": 18,
      "n_bad": 16
    },
    "edge3": {
      "auroc": 0.7225,
      "accuracy": 0.725,
      "fpr95": 0.7,
      "n_good": 20,
      "n_bad": 20
    },
    "edge4": {
      "auroc": 0.7017543859649124,
      "accuracy": 0.6521739130434783,
      "fpr95": 0.8148148148148148,
      "n_good": 27,
      "n_bad": 19
    }
  }
}