ImageNet-10_DPAC/metadata.json

{
  "dataset": "ImageNet-10",
  "model_name": "DPAC",
  "paper_title": "Deep Online Probability Aggregation Clustering",
  "paper_url": "https://arxiv.org/abs/2407.05246v2",
  "code_links": [],
  "metrics": {
    "Accuracy": "0.97",
    "NMI": "0.925",
    "ARI": "0.935",
    "Backbone": "ResNet-34"
  },
  "table_metrics": {
    "Accuracy": "0.97",
    "NMI": "0.925",
    "ARI": "0.935",
    "Backbone": "ResNet-34"
  },
  "prompts": [
    "Given the following paper and codebase:\n    Paper: Deep Online Probability Aggregation Clustering\n    Codebase: https://github.com/aomandechenai/deep-probability-aggregation-clustering\n\n    Improve the DPAC model on the ImageNet-10 dataset. The result\n    should improve on the following metrics: {'Accuracy': '0.97', 'NMI': '0.925', 'ARI': '0.935', 'Backbone': 'ResNet-34'}. You must use only the codebase provided.\n    "
  ]
}