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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: 1,389 Bytes
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{
  "overall_auroc": 0.8819965017491255,
  "overall_acc": 0.8045112781954887,
  "overall_fpr95": 0.4367816091954023,
  "per_feature": {
    "angle": {
      "auroc": 0.9375,
      "accuracy": 0.9117647058823529,
      "fpr95": 0.09375,
      "n_good": 32,
      "n_bad": 2
    },
    "dist1": {
      "auroc": 0.9710743801652892,
      "accuracy": 0.8484848484848485,
      "fpr95": 0.3181818181818182,
      "n_good": 22,
      "n_bad": 11
    },
    "dist6": {
      "auroc": 1.0,
      "accuracy": 0.9285714285714286,
      "fpr95": 0.0,
      "n_good": 26,
      "n_bad": 2
    },
    "dots": {
      "auroc": 0.9907407407407407,
      "accuracy": 0.8666666666666667,
      "fpr95": 0.05555555555555555,
      "n_good": 18,
      "n_bad": 12
    },
    "edge1": {
      "auroc": 0.9090909090909091,
      "accuracy": 0.7619047619047619,
      "fpr95": 0.5454545454545454,
      "n_good": 11,
      "n_bad": 10
    },
    "edge2": {
      "auroc": 0.8923611111111112,
      "accuracy": 0.8235294117647058,
      "fpr95": 0.3888888888888889,
      "n_good": 18,
      "n_bad": 16
    },
    "edge3": {
      "auroc": 0.7575,
      "accuracy": 0.725,
      "fpr95": 0.6,
      "n_good": 20,
      "n_bad": 20
    },
    "edge4": {
      "auroc": 0.7056530214424952,
      "accuracy": 0.6521739130434783,
      "fpr95": 0.7777777777777778,
      "n_good": 27,
      "n_bad": 19
    }
  }
}