BTAD_URD/metadata.json

{
  "dataset": "BTAD",
  "model_name": "URD",
  "model_links": [],
  "paper_title": "Unlocking the Potential of Reverse Distillation for Anomaly Detection",
  "paper_url": "https://arxiv.org/abs/2412.07579v1",
  "metrics": {
    "Detection AUROC": "93.9",
    "Segmentation AP": "65.2",
    "Segmentation AUPRO": "78.5",
    "Segmentation AUROC": "98.1"
  },
  "table_metrics": {
    "Detection AUROC": "93.9",
    "Segmentation AP": "65.2",
    "Segmentation AUPRO": "78.5",
    "Segmentation AUROC": "98.1"
  },
  "prompts": [
    "Given the following paper and codebase:\nPaper: Unlocking the Potential of Reverse Distillation for Anomaly Detection\nCodebase: Repository not available\n\nImprove the URD model on the BTAD dataset. The result should improve on the following metrics: {'Detection AUROC': '93.9', 'Segmentation AP': '65.2', 'Segmentation AUPRO': '78.5', 'Segmentation AUROC': '98.1'}. You must use only the codebase provided."
  ]
}