California_Housing_Prices_Binary_Diffusion/metadata.json

{
  "dataset": "California Housing Prices",
  "model_name": "Binary Diffusion",
  "model_links": [],
  "paper_title": "Tabular Data Generation using Binary Diffusion",
  "paper_url": "https://arxiv.org/abs/2409.13882v2",
  "metrics": {
    "DT Mean Squared Error": "0.45",
    "LR Mean Squared Error": "0.55",
    "Parameters(M)": "1.5",
    "RF Mean Squared Error": "0.39"
  },
  "table_metrics": {
    "DT Mean Squared Error": "0.45",
    "LR Mean Squared Error": "0.55",
    "Parameters(M)": "1.5",
    "RF Mean Squared Error": "0.39"
  },
  "prompts": [
    "Given the following paper and codebase:\nPaper: Tabular Data Generation using Binary Diffusion\nCodebase: Repository not available\n\nImprove the Binary Diffusion model on the California Housing Prices dataset. The result should improve on the following metrics: {'DT Mean Squared Error': '0.45', 'LR Mean Squared Error': '0.55', 'Parameters(M)': '1.5', 'RF Mean Squared Error': '0.39'}. You must use only the codebase provided."
  ]
}