{
  "schema_version": 1,
  "unit": "percent",
  "context": {
    "source": "Class-level test-set results from my paddy disease detection experiments.",
    "split": "test",
    "images": 803,
    "objects": 2466,
    "precision_note": "Transcribed from the displayed validation tables. Values use the precision shown in the screenshots; full-precision exports may differ slightly.",
    "model_evaluations": {
      "yolov8n_densenet121": {
        "c2f_repeats": 1,
        "split": "test",
        "run_name": "yolov8n_densenet121_fs",
        "source_screenshot": "image(20261011-154943).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.",
        "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation."
      },
      "yolov8n_denselitex_sppf_c2psa": {
        "c2f_repeats": 1,
        "split": "test",
        "run_name": "yolov8n_denselitex_sppf_c2psa_fs",
        "source_screenshot": "image(20261011-155020).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.",
        "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation."
      },
      "yolov8n_denselitex": {
        "c2f_repeats": 1,
        "split": "test",
        "run_name": "yolov8n_denselitex_fs",
        "source_screenshot": "image(20261011-155244).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.",
        "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation."
      },
      "yolov8n_denselitex_sppf": {
        "c2f_repeats": 1,
        "split": "test",
        "run_name": "yolov8n_denselitex_sppf_fs",
        "source_screenshot": "image(20261011-155432).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.",
        "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation."
      },
      "yolov8n_denselitex_c2psa": {
        "c2f_repeats": 1,
        "split": "test",
        "run_name": "yolov8n_denselitex_c2psa_fs",
        "source_screenshot": "image(20261011-155504).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.",
        "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation."
      },
      "yolov8n_densenet121_sppf": {
        "c2f_repeats": 1,
        "split": "test",
        "run_name": "yolov8n_densenet121_sppf_fs",
        "source_screenshot": "image(20261011-155804).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.",
        "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation."
      },
      "yolov8n_densenet121_c2psa": {
        "c2f_repeats": 1,
        "split": "test",
        "run_name": "yolov8n_densenet121_c2psa_fs",
        "source_screenshot": "image(20261011-155818).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.",
        "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation."
      },
      "yolov8n_densenet121_sppf_c2psa": {
        "c2f_repeats": 1,
        "split": "test",
        "run_name": "yolov8n_densenet121_sppf_c2psa_fs",
        "source_screenshot": "image(20261011-160157).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.",
        "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation."
      },
      "yolov8n": {
        "split": "test",
        "run_name": "yolov8n_fs1",
        "source_screenshot": "image(20261013-075958).png",
        "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.",
        "class_precision_note": "Percent metrics transcribed from the three-decimal displayed per-class table.",
        "complexity_note": "Fused model summary: 3,007,403 parameters and 8.1 GFLOPs.",
        "training_runtime": {
          "python": "3.10.20",
          "ultralytics": "8.4.70",
          "torch": "2.5.1+cu121",
          "device": "NVIDIA GeForce RTX 4060 Laptop GPU"
        }
      }
    },
    "last_results_update": "baseline1-charts-20261013"
  },
  "classes": [
    {
      "id": 0,
      "name": "Rice__BacterialLeafBlight",
      "images": 183,
      "instances": 209,
      "models": {
        "yolov8n": {
          "precision": 92.8,
          "recall": 93.3,
          "map50": 95.2,
          "map5095": 70.6
        },
        "yolov8n_densenet121": {
          "precision": 97.2,
          "recall": 90.0,
          "map50": 92.6,
          "map5095": 74.8
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 95.7,
          "recall": 90.4,
          "map50": 94.3,
          "map5095": 72.9
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 99.0,
          "recall": 90.3,
          "map50": 93.6,
          "map5095": 79.4
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 97.5,
          "recall": 92.8,
          "map50": 93.1,
          "map5095": 79.0
        },
        "yolov8n_denselitex": {
          "precision": 90.6,
          "recall": 88.0,
          "map50": 91.8,
          "map5095": 65.2
        },
        "yolov8n_denselitex_sppf": {
          "precision": 94.5,
          "recall": 90.0,
          "map50": 93.6,
          "map5095": 70.0
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 94.0,
          "recall": 90.0,
          "map50": 93.5,
          "map5095": 68.5
        },
        "yolov8n_densenet121_sppf": {
          "precision": 96.8,
          "recall": 90.0,
          "map50": 92.9,
          "map5095": 78.0
        }
      }
    },
    {
      "id": 1,
      "name": "Rice__BrownSpot",
      "images": 174,
      "instances": 1280,
      "models": {
        "yolov8n": {
          "precision": 88.6,
          "recall": 84.7,
          "map50": 91.2,
          "map5095": 58.1
        },
        "yolov8n_densenet121": {
          "precision": 96.4,
          "recall": 86.5,
          "map50": 94.6,
          "map5095": 62.9
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 90.6,
          "recall": 85.3,
          "map50": 93.1,
          "map5095": 59.9
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 96.9,
          "recall": 86.6,
          "map50": 95.6,
          "map5095": 65.7
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 93.7,
          "recall": 90.7,
          "map50": 95.3,
          "map5095": 66.4
        },
        "yolov8n_denselitex": {
          "precision": 90.5,
          "recall": 76.7,
          "map50": 88.8,
          "map5095": 50.7
        },
        "yolov8n_denselitex_sppf": {
          "precision": 91.5,
          "recall": 78.5,
          "map50": 91.0,
          "map5095": 55.9
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 92.1,
          "recall": 79.9,
          "map50": 91.2,
          "map5095": 54.7
        },
        "yolov8n_densenet121_sppf": {
          "precision": 93.4,
          "recall": 89.1,
          "map50": 94.8,
          "map5095": 64.9
        }
      }
    },
    {
      "id": 2,
      "name": "Rice__Healthy",
      "images": 44,
      "instances": 69,
      "models": {
        "yolov8n": {
          "precision": 72.6,
          "recall": 52.2,
          "map50": 53.4,
          "map5095": 33.2
        },
        "yolov8n_densenet121": {
          "precision": 68.0,
          "recall": 44.9,
          "map50": 49.4,
          "map5095": 31.7
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 66.9,
          "recall": 42.0,
          "map50": 50.0,
          "map5095": 32.0
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 70.6,
          "recall": 49.3,
          "map50": 51.1,
          "map5095": 32.5
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 71.4,
          "recall": 47.1,
          "map50": 51.4,
          "map5095": 35.5
        },
        "yolov8n_denselitex": {
          "precision": 65.6,
          "recall": 40.6,
          "map50": 51.5,
          "map5095": 31.4
        },
        "yolov8n_denselitex_sppf": {
          "precision": 70.1,
          "recall": 40.7,
          "map50": 48.6,
          "map5095": 32.8
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 61.1,
          "recall": 40.6,
          "map50": 47.9,
          "map5095": 30.6
        },
        "yolov8n_densenet121_sppf": {
          "precision": 68.6,
          "recall": 43.5,
          "map50": 51.2,
          "map5095": 31.0
        }
      }
    },
    {
      "id": 3,
      "name": "Rice__Hispa",
      "images": 44,
      "instances": 89,
      "models": {
        "yolov8n": {
          "precision": 78.4,
          "recall": 84.3,
          "map50": 80.3,
          "map5095": 53.0
        },
        "yolov8n_densenet121": {
          "precision": 85.0,
          "recall": 80.9,
          "map50": 82.2,
          "map5095": 52.7
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 84.9,
          "recall": 79.8,
          "map50": 79.6,
          "map5095": 52.2
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 88.5,
          "recall": 78.7,
          "map50": 84.1,
          "map5095": 55.1
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 86.7,
          "recall": 80.9,
          "map50": 81.6,
          "map5095": 53.0
        },
        "yolov8n_denselitex": {
          "precision": 79.3,
          "recall": 77.5,
          "map50": 77.8,
          "map5095": 48.9
        },
        "yolov8n_denselitex_sppf": {
          "precision": 83.2,
          "recall": 76.4,
          "map50": 79.3,
          "map5095": 50.7
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 77.1,
          "recall": 78.7,
          "map50": 80.1,
          "map5095": 51.9
        },
        "yolov8n_densenet121_sppf": {
          "precision": 85.6,
          "recall": 80.4,
          "map50": 81.0,
          "map5095": 52.2
        }
      }
    },
    {
      "id": 4,
      "name": "Rice__LeafBlast",
      "images": 46,
      "instances": 70,
      "models": {
        "yolov8n": {
          "precision": 65.0,
          "recall": 64.3,
          "map50": 64.0,
          "map5095": 40.3
        },
        "yolov8n_densenet121": {
          "precision": 68.4,
          "recall": 51.4,
          "map50": 63.9,
          "map5095": 40.9
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 71.7,
          "recall": 57.8,
          "map50": 67.0,
          "map5095": 41.9
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 78.8,
          "recall": 61.4,
          "map50": 69.2,
          "map5095": 43.0
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 64.9,
          "recall": 63.4,
          "map50": 66.2,
          "map5095": 41.3
        },
        "yolov8n_denselitex": {
          "precision": 75.1,
          "recall": 50.0,
          "map50": 62.0,
          "map5095": 34.6
        },
        "yolov8n_denselitex_sppf": {
          "precision": 67.3,
          "recall": 52.9,
          "map50": 60.3,
          "map5095": 38.7
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 68.6,
          "recall": 58.6,
          "map50": 65.8,
          "map5095": 37.6
        },
        "yolov8n_densenet121_sppf": {
          "precision": 71.4,
          "recall": 65.7,
          "map50": 65.6,
          "map5095": 42.2
        }
      }
    },
    {
      "id": 5,
      "name": "Rice__LeafScald",
      "images": 46,
      "instances": 51,
      "models": {
        "yolov8n": {
          "precision": 80.3,
          "recall": 79.9,
          "map50": 85.6,
          "map5095": 53.4
        },
        "yolov8n_densenet121": {
          "precision": 84.1,
          "recall": 72.6,
          "map50": 80.6,
          "map5095": 56.0
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 81.5,
          "recall": 80.4,
          "map50": 89.0,
          "map5095": 60.6
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 88.3,
          "recall": 76.5,
          "map50": 86.6,
          "map5095": 55.3
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 80.9,
          "recall": 80.4,
          "map50": 85.0,
          "map5095": 56.5
        },
        "yolov8n_denselitex": {
          "precision": 84.5,
          "recall": 74.5,
          "map50": 83.9,
          "map5095": 48.2
        },
        "yolov8n_denselitex_sppf": {
          "precision": 87.3,
          "recall": 82.4,
          "map50": 87.3,
          "map5095": 58.2
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 78.9,
          "recall": 74.5,
          "map50": 78.1,
          "map5095": 51.1
        },
        "yolov8n_densenet121_sppf": {
          "precision": 83.9,
          "recall": 81.9,
          "map50": 87.9,
          "map5095": 56.4
        }
      }
    },
    {
      "id": 6,
      "name": "Rice__LeafSmut",
      "images": 175,
      "instances": 535,
      "models": {
        "yolov8n": {
          "precision": 94.4,
          "recall": 93.8,
          "map50": 97.7,
          "map5095": 74.4
        },
        "yolov8n_densenet121": {
          "precision": 97.4,
          "recall": 96.2,
          "map50": 98.0,
          "map5095": 77.5
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 95.8,
          "recall": 96.1,
          "map50": 98.2,
          "map5095": 76.4
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 98.4,
          "recall": 95.7,
          "map50": 97.7,
          "map5095": 81.9
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 97.7,
          "recall": 96.3,
          "map50": 98.0,
          "map5095": 81.8
        },
        "yolov8n_denselitex": {
          "precision": 95.0,
          "recall": 94.0,
          "map50": 96.7,
          "map5095": 67.2
        },
        "yolov8n_denselitex_sppf": {
          "precision": 96.5,
          "recall": 95.0,
          "map50": 97.8,
          "map5095": 73.8
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 94.6,
          "recall": 93.8,
          "map50": 97.1,
          "map5095": 73.0
        },
        "yolov8n_densenet121_sppf": {
          "precision": 97.0,
          "recall": 95.8,
          "map50": 97.7,
          "map5095": 80.5
        }
      }
    },
    {
      "id": 7,
      "name": "Rice__NarrowBrownLeafSpot",
      "images": 45,
      "instances": 66,
      "models": {
        "yolov8n": {
          "precision": 71.9,
          "recall": 69.7,
          "map50": 73.2,
          "map5095": 49.5
        },
        "yolov8n_densenet121": {
          "precision": 76.5,
          "recall": 65.2,
          "map50": 73.2,
          "map5095": 48.0
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 74.5,
          "recall": 63.6,
          "map50": 73.0,
          "map5095": 45.4
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 75.7,
          "recall": 66.7,
          "map50": 75.5,
          "map5095": 48.6
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 71.2,
          "recall": 74.2,
          "map50": 79.0,
          "map5095": 48.9
        },
        "yolov8n_denselitex": {
          "precision": 77.3,
          "recall": 60.6,
          "map50": 70.7,
          "map5095": 41.7
        },
        "yolov8n_denselitex_sppf": {
          "precision": 73.7,
          "recall": 62.1,
          "map50": 70.3,
          "map5095": 43.3
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 65.6,
          "recall": 60.6,
          "map50": 65.0,
          "map5095": 37.8
        },
        "yolov8n_densenet121_sppf": {
          "precision": 79.5,
          "recall": 70.4,
          "map50": 76.1,
          "map5095": 48.3
        }
      }
    },
    {
      "id": 8,
      "name": "Rice__NeckBlast",
      "images": 46,
      "instances": 97,
      "models": {
        "yolov8n": {
          "precision": 87.1,
          "recall": 83.9,
          "map50": 87.7,
          "map5095": 60.0
        },
        "yolov8n_densenet121": {
          "precision": 89.4,
          "recall": 85.6,
          "map50": 91.7,
          "map5095": 60.3
        },
        "yolov8n_denselitex_sppf_c2psa": {
          "precision": 88.0,
          "recall": 85.6,
          "map50": 90.7,
          "map5095": 61.1
        },
        "yolov8n_densenet121_c2psa": {
          "precision": 88.6,
          "recall": 83.5,
          "map50": 89.7,
          "map5095": 58.3
        },
        "yolov8n_densenet121_sppf_c2psa": {
          "precision": 90.2,
          "recall": 85.1,
          "map50": 90.5,
          "map5095": 62.3
        },
        "yolov8n_denselitex": {
          "precision": 86.1,
          "recall": 84.5,
          "map50": 86.1,
          "map5095": 54.7
        },
        "yolov8n_denselitex_sppf": {
          "precision": 88.9,
          "recall": 86.6,
          "map50": 91.3,
          "map5095": 61.9
        },
        "yolov8n_denselitex_c2psa": {
          "precision": 78.5,
          "recall": 84.5,
          "map50": 86.7,
          "map5095": 52.2
        },
        "yolov8n_densenet121_sppf": {
          "precision": 93.0,
          "recall": 83.5,
          "map50": 90.1,
          "map5095": 61.0
        }
      }
    }
  ]
}