run 2026-10-23_v5-n-1024px: gate_failed

models/registry/yolo26n-seg-v5-n-1024px-2026-10-25/gold_report.json

@@ -0,0 +1,117 @@
+{
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+      "fp": 26,
+      "fn": 6,
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+    "pin": {
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+      "f1": 0.9393939393939394,
+      "mean_mask_iou": 0.9350234271216731,
+      "n_matched": 217
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+    "crystal": {
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+      "f1": 0.5859872611464969,
+      "mean_mask_iou": 0.7836372984261296,
+      "n_matched": 92
+    },
+    "loop_face": {
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+      "fp": 53,
+      "fn": 23,
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+      "f1": 0.8774193548387096,
+      "mean_mask_iou": 0.90096496604208,
+      "n_matched": 272
+    },
+    "ice": {
+      "tp": 3,
+      "fp": 9,
+      "fn": 40,
+      "precision": 0.25,
+      "recall": 0.06976744186046512,
+      "f1": 0.10909090909090909,
+      "mean_mask_iou": 0.784312008919469,
+      "n_matched": 3
+    },
+    "needle": {
+      "tp": 0,
+      "fp": 0,
+      "fn": 1,
+      "precision": 0.0,
+      "recall": 0.0,
+      "f1": 0.0,
+      "mean_mask_iou": 0.0,
+      "n_matched": 0
+    }
+  },
+  "overall": {
+    "tp": 895,
+    "fp": 182,
+    "fn": 134,
+    "precision": 0.8310120705663882,
+    "recall": 0.86977648202138,
+    "f1": 0.8499525166191833,
+    "mean_mask_iou": 0.9045394224676367,
+    "n_matched": 895
+  },
+  "dataset": {
+    "gold_images": 335,
+    "pred_images": 335,
+    "missing_predictions": 0,
+    "iou_threshold": 0.5
+  },
+  "environment": {
+    "host": "mx-spark-01",
+    "ultralytics": "8.4.160",
+    "torch": "2.14.0+cu130"
+  },
+  "gate": {
+    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json",
+    "f1_delta": 0.0022,
+    "mask_iou_delta": -0.0099,
+    "mask_score": 0.7867,
+    "mask_score_baseline": 0.7967,
+    "matched_only_iou_delta": -0.0073,
+    "class_f1_delta": {
+      "loop_all": -0.0115,
+      "pin": 0.0066
+    },
+    "pass_point_rule": false,
+    "rule": "paired bootstrap",
+    "bootstrap": {
+      "frames": 335,
+      "mounts": 300,
+      "draws": 2000,
+      "f1": {
+        "delta": 0.0022,
+        "lo": -0.0127,
+        "hi": 0.0176,
+        "win": 0.604
+      },
+      "mask_score": {
+        "delta": -0.0099,
+        "lo": -0.0222,
+        "hi": 0.0033,
+        "win": 0.063
+      }
+    },
+    "pass": false
+  }
+}

models/registry/yolo26n-seg-v5-n-1024px-2026-10-25/metadata.json

@@ -0,0 +1,71 @@
+{
+  "model_id": "yolo26n-seg-v5-n-1024px-2026-10-25",
+  "family": "yolo26n",
+  "task": "segmentation",
+  "training_date": "2026-10-25",
+  "run": "2026-10-23_v5-n-1024px",
+  "dataset": "dataset/2026-10-22_v5",
+  "base_weights": "models/base/yolo26n-seg.pt",
+  "hyperparams": {
+    "epochs": 400,
+    "patience": 50,
+    "imgsz": 1024,
+    "batch": 8,
+    "device": "0",
+    "overlap_mask": false,
+    "scale": 0.7,
+    "translate": 0.15,
+    "mosaic": 0.5,
+    "close_mosaic": 10,
+    "fliplr": 0,
+    "flipud": 0.3,
+    "shear": 5.0,
+    "perspective": 0.0,
+    "mask_ratio": 1
+  },
+  "export_formats": [
+    "pt"
+  ],
+  "metrics": {
+    "tp": 895,
+    "fp": 182,
+    "fn": 134,
+    "precision": 0.8310120705663882,
+    "recall": 0.86977648202138,
+    "f1": 0.8499525166191833,
+    "mean_mask_iou": 0.9045394224676367,
+    "n_matched": 895
+  },
+  "gate": {
+    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json",
+    "f1_delta": 0.0022,
+    "mask_iou_delta": -0.0099,
+    "mask_score": 0.7867,
+    "mask_score_baseline": 0.7967,
+    "matched_only_iou_delta": -0.0073,
+    "class_f1_delta": {
+      "loop_all": -0.0115,
+      "pin": 0.0066
+    },
+    "pass_point_rule": false,
+    "rule": "paired bootstrap",
+    "bootstrap": {
+      "frames": 335,
+      "mounts": 300,
+      "draws": 2000,
+      "f1": {
+        "delta": 0.0022,
+        "lo": -0.0127,
+        "hi": 0.0176,
+        "win": 0.604
+      },
+      "mask_score": {
+        "delta": -0.0099,
+        "lo": -0.0222,
+        "hi": 0.0033,
+        "win": 0.063
+      }
+    },
+    "pass": false
+  }
+}