[tests] Remove outdated tests

tests/classify/test_saliencymap_interpretability.py

@@ -9,76 +9,11 @@ from mednet.classify.config.data.tbx11k.datamodule import (
 from mednet.classify.engine.saliency.interpretability import (
     _compute_avg_saliency_focus,
     _compute_binary_mask,
-    _compute_max_iou_and_ioda,
     _compute_proportional_energy,
-    _compute_simultaneous_iou_and_ioda,
     _process_sample,
 )
 
 
-def test_compute_max_iou_and_ioda():
-    detected_box = BoundingBox(-1, 10, 10, 100, 100)
-    gt_box_dict = BoundingBox(1, 50, 50, 50, 50)
-    gt_box_dict2 = BoundingBox(1, 20, 20, 60, 60)
-    gt_boxes = BoundingBoxes([gt_box_dict, gt_box_dict2])
-
-    iou, ioda = _compute_max_iou_and_ioda(detected_box, gt_boxes)
-
-    expected_iou = 0.36
-    expected_ioda = 0.36
-
-    assert iou == expected_iou
-    assert ioda == expected_ioda
-
-
-def test_compute_max_iou_and_ioda_zero_detected_area():
-    detected_box = BoundingBox(-1, 10, 10, 0, 0)
-    gt_box_dict = BoundingBox(1, 50, 50, 50, 50)
-    gt_boxes = BoundingBoxes([gt_box_dict])
-
-    iou, ioda = _compute_max_iou_and_ioda(detected_box, gt_boxes)
-
-    # Should be zero as the detected box has no area
-    assert iou == 0
-    assert ioda == 0
-
-
-def test_compute_max_iou_and_ioda_zero_gt_area():
-    detected_box = BoundingBox(-1, 10, 10, 100, 100)
-    gt_box_dict = BoundingBox(1, 50, 50, 0, 0)
-    gt_boxes = BoundingBoxes([gt_box_dict])
-
-    iou, ioda = _compute_max_iou_and_ioda(detected_box, gt_boxes)
-
-    # Should be zero as there is no ground truth box
-    assert iou == 0
-    assert ioda == 0
-
-
-def test_compute_max_iou_and_ioda_zero_intersection():
-    detected_box = BoundingBox(-1, 10, 10, 100, 100)
-    gt_box_dict = BoundingBox(1, 0, 0, 5, 5)
-    gt_boxes = BoundingBoxes([gt_box_dict])
-
-    iou, ioda = _compute_max_iou_and_ioda(detected_box, gt_boxes)
-
-    assert iou == 0
-    assert ioda == 0
-
-
-def test_compute_simultaneous_iou_and_ioda():
-    detected_box = BoundingBox(-1, 10, 10, 100, 100)
-    gt_box_dict = BoundingBox(1, 50, 50, 50, 50)
-    gt_box_dict2 = BoundingBox(1, 70, 70, 30, 30)
-
-    gt_boxes = BoundingBoxes([gt_box_dict, gt_box_dict2])
-
-    iou, ioda = _compute_simultaneous_iou_and_ioda(detected_box, gt_boxes)
-
-    assert iou == 0.34
-    assert ioda == 0.34
-
-
 def test_compute_avg_saliency_focus():
     grayscale_cams = np.ones((200, 200))
     grayscale_cams2 = np.full((512, 512), 0.5)