diff --git a/diffusers/scripts/run_dino_drc.py b/diffusers/scripts/run_dino_drc.py
index 984806b..80f2957 100644
--- a/diffusers/scripts/run_dino_drc.py
+++ b/diffusers/scripts/run_dino_drc.py
@@ -181,20 +181,6 @@ def display_instances(image, mask, fname="test", figsize=(5, 5), blur=False, con
 
         # we keep only the output patch attention
         attentions = attentions[0, :, 0, 1:].reshape(nh, -1)
-
-        if args.threshold is not None:
-            # we keep only a certain percentage of the mass
-            val, idx = torch.sort(attentions)
-            val /= torch.sum(val, dim=1, keepdim=True)
-            cumval = torch.cumsum(val, dim=1)
-            th_attn = cumval > (1 - args.threshold)
-            idx2 = torch.argsort(idx)
-            for head in range(nh):
-                th_attn[head] = th_attn[head][idx2[head]]
-            th_attn = th_attn.reshape(nh, w_featmap, h_featmap).float()
-            # interpolate
-            th_attn = nn.functional.interpolate(th_attn.unsqueeze(0), scale_factor=args.patch_size, mode="nearest")[0].cpu().numpy()
-
         attentions = attentions.reshape(nh, w_featmap, h_featmap)
         mask = nn.functional.interpolate(attentions.unsqueeze(0), size=(args.mask_size), mode="nearest")[0].cpu().numpy()
         mask = mask[-1]