{
  "seed": 20260722,
  "seq_len": 3920,
  "train_samples_per_arm": 9000,
  "eval_samples_per_arm": 30,
  "epochs_cap": 20,
  "real_source": "monash",
  "monash_dataset": "https://huggingface.co/datasets/Monash-University/monash_tsf",
  "arms": {
    "synthetic_rcd": {
      "arm": "synthetic_rcd",
      "samples": 9000,
      "points": 35280000,
      "best_val_loss": 0.20701933205127715,
      "Affiliation-F": 0.46004305974379867,
      "F1_T": 0.46004305974379867,
      "Standard-F1": 0.46004305974379867,
      "VUS-PR": 0.6737676317184785
    },
    "synthetic_dada": {
      "arm": "synthetic_dada",
      "samples": 9000,
      "points": 34822199,
      "best_val_loss": 0.3627523442109426,
      "Affiliation-F": 0.7587017179561487,
      "F1_T": 0.7587017179561487,
      "Standard-F1": 0.7587017179561487,
      "VUS-PR": 0.7892532285829437
    },
    "real_dada": {
      "arm": "real_dada",
      "samples": 9000,
      "points": 34807457,
      "best_val_loss": 0.0967936063806216,
      "Affiliation-F": 0.9617137231284211,
      "F1_T": 0.9617137231284211,
      "Standard-F1": 0.9617137231284211,
      "VUS-PR": 0.9869904771052156
    }
  },
  "elapsed_seconds": 2767.39,
  "note": "DADA arms use official iambowen/DADA inject_anomalies when import succeeds; otherwise the script prints a fallback warning."
}