processed/covtoken/f3a_ib_depth.json

{
  "backbone": "MedDINOv3",
  "modality": "LIDC",
  "by_layer": {
    "1": {
      "col_probe_acc": 0.5733,
      "flip_invariance": 0.8574,
      "auroc": 0.881
    },
    "2": {
      "col_probe_acc": 0.9683,
      "flip_invariance": 0.8135,
      "auroc": 0.882
    },
    "3": {
      "col_probe_acc": 0.9752,
      "flip_invariance": 0.843,
      "auroc": 0.886
    },
    "4": {
      "col_probe_acc": 0.9842,
      "flip_invariance": 0.8597,
      "auroc": 0.857
    },
    "5": {
      "col_probe_acc": 0.9936,
      "flip_invariance": 0.8493,
      "auroc": 0.841
    },
    "6": {
      "col_probe_acc": 0.9939,
      "flip_invariance": 0.8563,
      "auroc": 0.817
    },
    "7": {
      "col_probe_acc": 0.9948,
      "flip_invariance": 0.8831,
      "auroc": 0.777
    },
    "8": {
      "col_probe_acc": 0.9959,
      "flip_invariance": 0.9107,
      "auroc": 0.749
    },
    "9": {
      "col_probe_acc": 0.9953,
      "flip_invariance": 0.9229,
      "auroc": 0.726
    },
    "10": {
      "col_probe_acc": 0.9948,
      "flip_invariance": 0.9287,
      "auroc": 0.72
    },
    "11": {
      "col_probe_acc": 0.9958,
      "flip_invariance": 0.9326,
      "auroc": 0.71
    },
    "12": {
      "col_probe_acc": 0.9975,
      "flip_invariance": 0.9535,
      "auroc": 0.669
    }
  },
  "spearman_spatial_vs_auroc": -0.914,
  "spearman_invariance_vs_auroc": -0.937,
  "spatial_peak_block": 12,
  "auroc_peak_block": 3,
  "ib_hypothesis_supported": false,
  "elapsed_s": 1182.9,
  "interpretation": "IB hypothesis not clearly supported."
}