{
  "dataset": "Toys4K",
  "method": "TRELLIS",
  "cases": "first 10 benchmark Toys4K cases",
  "comparison": [
    {
      "setting": "TRELLIS Toys4K protocol-2 limit10",
      "num_cases": 10,
      "chamfer_mean": 0.04420916664601103,
      "chamfer_median": 0.02088341831932046,
      "fscore_5pct_mean": 0.7590267715340582,
      "fscore_10pct_mean": 0.8553911412360842,
      "fscore_10pct_median": 0.9971122286809211,
      "pred_faces_mean": 264049.6
    },
    {
      "setting": "TRELLIS Toys4K protocol-4 limit10",
      "num_cases": 10,
      "chamfer_mean": 0.02080113393926968,
      "chamfer_median": 0.015644308138696404,
      "fscore_5pct_mean": 0.9051593561613377,
      "fscore_10pct_mean": 0.9630819135679479,
      "fscore_10pct_median": 1.0,
      "pred_faces_mean": 271909.0
    }
  ],
  "delta_4view_minus_2view": {
    "chamfer_mean": -0.02340803270674135,
    "fscore_10pct_mean": 0.10769077233186375,
    "pred_faces_mean": 7859.400000000023
  },
  "interpretation": "Protocol-4 substantially improves Toys4K geometry over protocol-2 on this 10-case smoke set, with only a small increase in average face count."
}