{
  "held_out_ids": [
    "delhi_0002",
    "delhi_0006",
    "delhi_0007",
    "delhi_0008",
    "delhi_0010",
    "delhi_0013",
    "delhi_0014",
    "delhi_0015"
  ],
  "method": "AI-Based Deep Learning",
  "comparison": [
    {
      "label": "pretrained_hub",
      "weights": "hub:deepang/adaptformer-LEVIR-CD",
      "n": 8,
      "mean_f1": 0.75,
      "mean_iou": 0.75,
      "seconds": 160.7,
      "pairs": {
        "delhi_0002": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        },
        "delhi_0006": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        },
        "delhi_0007": {
          "f1": 0.0,
          "iou": 0.0,
          "changePct": 0.706
        },
        "delhi_0008": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        },
        "delhi_0010": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        },
        "delhi_0013": {
          "f1": 0.0,
          "iou": 0.0,
          "changePct": 0.638
        },
        "delhi_0014": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        },
        "delhi_0015": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        }
      }
    },
    {
      "label": "finetuned_delhi",
      "weights": "C:\\Users\\udayb\\cursor\\change_detection_webapp\\models\\adaptformer_delhi\\best",
      "n": 8,
      "mean_f1": 0.75,
      "mean_iou": 0.75,
      "seconds": 148.8,
      "pairs": {
        "delhi_0002": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        },
        "delhi_0006": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        },
        "delhi_0007": {
          "f1": 0.0,
          "iou": 0.0,
          "changePct": 0.706
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        "delhi_0008": {
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          "iou": 1.0,
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        "delhi_0010": {
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          "iou": 1.0,
          "changePct": 0.0
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          "f1": 0.0,
          "iou": 0.0,
          "changePct": 0.638
        },
        "delhi_0014": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        },
        "delhi_0015": {
          "f1": 1.0,
          "iou": 1.0,
          "changePct": 0.0
        }
      }
    },
    {
      "label": "feature_based",
      "weights": "n/a",
      "n": 8,
      "mean_f1": 1.0,
      "mean_iou": 1.0,
      "pairs": {
        "delhi_0002": {
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          "dice": 1.0,
          "f1": 1.0,
          "precision": 1.0,
          "recall": 1.0,
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          "kappa": 1.0,
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          "falseNegativeRate": 0.0,
          "counts": {
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            "fn": 0,
            "tn": 90000
          }
        },
        "delhi_0006": {
          "iou": 1.0,
          "dice": 1.0,
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          "precision": 1.0,
          "recall": 1.0,
          "pixelAccuracy": 1.0,
          "kappa": 1.0,
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          }
        },
        "delhi_0007": {
          "iou": 1.0,
          "dice": 1.0,
          "f1": 1.0,
          "precision": 1.0,
          "recall": 1.0,
          "pixelAccuracy": 1.0,
          "kappa": 1.0,
          "falsePositiveRate": 0.0,
          "falseNegativeRate": 0.0,
          "counts": {
            "tp": 0,
            "fp": 0,
            "fn": 0,
            "tn": 90000
          }
        },
        "delhi_0008": {
          "iou": 1.0,
          "dice": 1.0,
          "f1": 1.0,
          "precision": 1.0,
          "recall": 1.0,
          "pixelAccuracy": 1.0,
          "kappa": 1.0,
          "falsePositiveRate": 0.0,
          "falseNegativeRate": 0.0,
          "counts": {
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            "fp": 0,
            "fn": 0,
            "tn": 90000
          }
        },
        "delhi_0010": {
          "iou": 1.0,
          "dice": 1.0,
          "f1": 1.0,
          "precision": 1.0,
          "recall": 1.0,
          "pixelAccuracy": 1.0,
          "kappa": 1.0,
          "falsePositiveRate": 0.0,
          "falseNegativeRate": 0.0,
          "counts": {
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            "fp": 0,
            "fn": 0,
            "tn": 90000
          }
        },
        "delhi_0013": {
          "iou": 1.0,
          "dice": 1.0,
          "f1": 1.0,
          "precision": 1.0,
          "recall": 1.0,
          "pixelAccuracy": 1.0,
          "kappa": 1.0,
          "falsePositiveRate": 0.0,
          "falseNegativeRate": 0.0,
          "counts": {
            "tp": 0,
            "fp": 0,
            "fn": 0,
            "tn": 90000
          }
        },
        "delhi_0014": {
          "iou": 1.0,
          "dice": 1.0,
          "f1": 1.0,
          "precision": 1.0,
          "recall": 1.0,
          "pixelAccuracy": 1.0,
          "kappa": 1.0,
          "falsePositiveRate": 0.0,
          "falseNegativeRate": 0.0,
          "counts": {
            "tp": 0,
            "fp": 0,
            "fn": 0,
            "tn": 90000
          }
        },
        "delhi_0015": {
          "iou": 1.0,
          "dice": 1.0,
          "f1": 1.0,
          "precision": 1.0,
          "recall": 1.0,
          "pixelAccuracy": 1.0,
          "kappa": 1.0,
          "falsePositiveRate": 0.0,
          "falseNegativeRate": 0.0,
          "counts": {
            "tp": 0,
            "fp": 0,
            "fn": 0,
            "tn": 90000
          }
        }
      }
    }
  ],
  "winner": "feature_based",
  "rca_notes": [
    "Domain mismatch (LEVIR\u2192Delhi) is Critical #2 \u2014 fine-tune may still underperform on empty-GT FP pairs; Feature-Based remains strong for precision gates.",
    "GeoTIFF fullres_tiled auto + veg/registration fixes applied from RCA PDF."
  ]
}