Add Baseline vs SE validation comparison

evaluation/baseline_vs_se_comparison.json

@@ -14,6 +14,7 @@
     "models": {
         "Baseline 3D U-Net": {
             "repository": "Reduanul1997/RepositoryBaseLine3DuNet",
+            "parameters": 22580964,
             "best_model_epoch": 45,
             "training_reported_best_validation_dice": 0.772125,
             "foreground_macro": {
@@ -38,6 +39,7 @@
         },
         "SE Attention 3D U-Net": {
             "repository": "Reduanul1997/RepositorySeAttention3DuNet",
+            "parameters": 5662146,
             "best_model_epoch": 48,
             "training_reported_best_validation_dice": 0.773046,
             "foreground_macro": {
@@ -60,5 +62,29 @@
                 "FN": 415503
             }
         }
+    },
+    "metric_comparison_rule": {
+        "higher_is_better": [
+            "Training-Reported Best Validation Dice",
+            "Foreground Macro Dice",
+            "Foreground Macro IoU",
+            "Foreground Macro Precision",
+            "Foreground Macro Recall",
+            "Tumor Dice",
+            "Tumor IoU",
+            "Tumor Precision",
+            "Tumor Recall / Sensitivity",
+            "Tumor TP",
+            "Tumor TN"
+        ],
+        "lower_is_better": [
+            "Tumor FNR",
+            "Tumor FPR",
+            "Tumor FP",
+            "Tumor FN"
+        ],
+        "no_better_model": [
+            "Best Model Epoch"
+        ]
     }
 }