{
  "seed": 20260722,
  "seq_len": 3920,
  "train_samples_per_arm": 9000,
  "eval_samples_per_arm": 30,
  "epochs_cap": 20,
  "real_source": "tsb",
  "monash_dataset": "https://huggingface.co/datasets/Monash-University/monash_tsf",
  "arms": {
    "synthetic_rcd": {
      "arm": "synthetic_rcd",
      "samples": 9000,
      "points": 35280000,
      "best_val_loss": 0.2213298479715983,
      "Affiliation-F": 0.3995977489922427,
      "F1_T": 0.3995977489922427,
      "Standard-F1": 0.3995977489922427,
      "VUS-PR": 0.5052871437697022
    },
    "synthetic_dada": {
      "arm": "synthetic_dada",
      "samples": 9000,
      "points": 34815132,
      "best_val_loss": 0.3498440186182658,
      "Affiliation-F": 0.7538200061122916,
      "F1_T": 0.7538200061122916,
      "Standard-F1": 0.7538200061122916,
      "VUS-PR": 0.784962249143921
    },
    "real_dada": {
      "arm": "real_dada",
      "samples": 9000,
      "points": 34817652,
      "best_val_loss": 0.40583637555440266,
      "Affiliation-F": 0.7221944965774725,
      "F1_T": 0.7221944965774725,
      "Standard-F1": 0.7221944965774725,
      "VUS-PR": 0.7530784740522771
    }
  },
  "elapsed_seconds": 2840.45,
  "note": "DADA arms use official iambowen/DADA inject_anomalies when import succeeds; otherwise the script prints a fallback warning."
}