feat: ⚡️ Incorporaten validation related changes from rhoadesj/dev

dacapo/experiments/tasks/evaluators/instance_evaluation_scores.py

@@ -6,10 +6,11 @@
 
 @attr.s
 class InstanceEvaluationScores(EvaluationScores):
-    criteria = ["voi_split", "voi_merge", "voi"]
+    criteria = ["voi_split", "voi_merge", "voi", "avg_iou"]
 
     voi_split: float = attr.ib(default=float("nan"))
     voi_merge: float = attr.ib(default=float("nan"))
+    avg_iou: float = attr.ib(default=float("nan"))
 
     @property
     def voi(self):
@@ -21,6 +22,7 @@ def higher_is_better(criterion: str) -> bool:
             "voi_split": False,
             "voi_merge": False,
             "voi": False,
+            "avg_iou": True,
         }
         return mapping[criterion]
 
@@ -30,6 +32,7 @@ def bounds(criterion: str) -> Tuple[float, float]:
             "voi_split": (0, 1),
             "voi_merge": (0, 1),
             "voi": (0, 1),
+            "avg_iou": (0, None),
         }
         return mapping[criterion]