ogbg-molhiv_GatedGCN+/metadata.json

{
  "dataset": "ogbg-molhiv",
  "model_name": "GatedGCN+",
  "model_links": [],
  "paper_title": "Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence",
  "paper_url": "https://arxiv.org/abs/2502.09263v1",
  "metrics": {
    "Ext. data": "No",
    "Number of params": "1076633",
    "Test ROC-AUC": "0.8040 \u00b1 0.0164",
    "Validation ROC-AUC": "0.8329 \u00b1 0.0158"
  },
  "table_metrics": {
    "Ext. data": "No",
    "Number of params": "1076633",
    "Test ROC-AUC": "0.8040 \u00b1 0.0164",
    "Validation ROC-AUC": "0.8329 \u00b1 0.0158"
  },
  "prompts": [
    "Given the following paper and codebase:\nPaper: Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence\nCodebase: Repository not available\n\nImprove the GatedGCN+ model on the ogbg-molhiv dataset. The result should improve on the following metrics: {'Ext. data': 'No', 'Number of params': '1076633', 'Test ROC-AUC': '0.8040 \u00b1 0.0164', 'Validation ROC-AUC': '0.8329 \u00b1 0.0158'}. You must use only the codebase provided."
  ]
}