evaluation.json

{
  "model": "GlyphForge Conditional VAE",
  "parameters": 9504,
  "latent_dimensions": 8,
  "best_epoch": 158,
  "test": {
    "reconstruction_mse": 0.023938464456134373,
    "mean_kl": 0.3978222034595631,
    "examples": 270
  },
  "generation": {
    "judge_accuracy": 0.9990000128746033,
    "judge_accuracy_by_class": {
      "0": 1.0,
      "1": 0.9900000095367432,
      "2": 1.0,
      "3": 1.0,
      "4": 1.0,
      "5": 1.0,
      "6": 1.0,
      "7": 1.0,
      "8": 1.0,
      "9": 1.0
    },
    "mean_pixel_variance_by_class": {
      "0": 0.0066222199238836765,
      "1": 0.01683112047612667,
      "2": 0.012290791608393192,
      "3": 0.010615515522658825,
      "4": 0.011259874328970909,
      "5": 0.011659887619316578,
      "6": 0.010034985840320587,
      "7": 0.012352265417575836,
      "8": 0.011395774781703949,
      "9": 0.011373817920684814
    },
    "samples": 1000
  },
  "judge": "Tiny Vision labels-only student, 98.52% real-image test accuracy"
}