eda_summary.json

{
  "n_plates": 1000,
  "n_styles": 20,
  "saturation_within_band": 0.876,
  "orientation_as_declared": 0.613,
  "saturation_rank_agreement": {
    "class_level_rho": 0.7999999999999999,
    "class_level_p": 0.20000000000000007,
    "plate_level_rho": 0.6724242571896039,
    "plate_level_p": 1.460616057141946e-132,
    "band_means": {
      "high": 0.692,
      "low": 0.581,
      "medium": 0.737,
      "very_low": 0.471
    },
    "monotone": false
  },
  "pixel_proxy_signal": {
    "recall_at_1": 0.712,
    "chance": 0.04904904904904905,
    "lift": 14.51608163265306,
    "n_classes": 20,
    "note": "pixel proxy \u2014 confirm with CLIP before drawing conclusions"
  },
  "shipped_model": "laion/CLIP-ViT-B-32-laion2B-s34B-b79K",
  "synthetic_recall_at_3": null,
  "real_recall_at_3": null,
  "real_n_queries": null
}