UCR_Anomaly_Archive_KAN/metadata.json

{
  "dataset": "UCR Anomaly Archive",
  "model_name": "KAN",
  "model_links": [],
  "paper_title": "KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks",
  "paper_url": "https://arxiv.org/abs/2411.00278v1",
  "metrics": {
    "AUC ROC ": "0.7489"
  },
  "table_metrics": {
    "AUC ROC ": "0.7489"
  },
  "prompts": [
    "Given the following paper and codebase:\nPaper: KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks\nCodebase: Repository not available\n\nImprove the KAN model on the UCR Anomaly Archive dataset. The result should improve on the following metrics: {'AUC ROC ': '0.7489'}. You must use only the codebase provided."
  ]
}