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diff --git a/evaluation/clevrer/evaluation_loci_looped.ipynb b/evaluation/clevrer/evaluation_loci_looped.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Data Loading"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# set path to resutls files\n",
+    "path = '../../out/pretrained/clevrer/loci_looped/results/net_loci_looped'\n",
+    "\n",
+    "# load pkl file with results\n",
+    "df = pd.read_pickle(os.path.join(path, 'blackout_metric_average.pkl'))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "msecomplete_average: 1.281\n",
+      "msecomplete_std: 1.445\n",
+      "\n",
+      "mseblackout_average: 1.724\n",
+      "mseblackout_std: 1.611\n",
+      "\n",
+      "msevisible_average: 1.172\n",
+      "msevisible_std: 1.379\n",
+      "\n",
+      "ssimcomplete_average: 0.963\n",
+      "ssimcomplete_std: 0.020\n",
+      "\n",
+      "ssimblackout_average: 0.954\n",
+      "ssimblackout_std: 0.023\n",
+      "\n",
+      "ssimvisible_average: 0.965\n",
+      "ssimvisible_std: 0.018\n",
+      "\n",
+      "psnrcomplete_average: 35.934\n",
+      "psnrcomplete_std: 2.344\n",
+      "\n",
+      "psnrblackout_average: 34.605\n",
+      "psnrblackout_std: 2.415\n",
+      "\n",
+      "psnrvisible_average: 36.260\n",
+      "psnrvisible_std: 2.208\n",
+      "\n",
+      "percept_distcomplete_average: 0.106\n",
+      "percept_distcomplete_std: 0.032\n",
+      "\n",
+      "percept_distblackout_average: 0.114\n",
+      "percept_distblackout_std: 0.033\n",
+      "\n",
+      "percept_distvisible_average: 0.104\n",
+      "percept_distvisible_std: 0.031\n",
+      "\n",
+      "aricomplete_average: 0.874\n",
+      "aricomplete_std: 0.065\n",
+      "\n",
+      "ariblackout_average: 0.861\n",
+      "ariblackout_std: 0.072\n",
+      "\n",
+      "arivisible_average: 0.878\n",
+      "arivisible_std: 0.062\n",
+      "\n",
+      "faricomplete_average: 0.803\n",
+      "faricomplete_std: 0.091\n",
+      "\n",
+      "fariblackout_average: 0.779\n",
+      "fariblackout_std: 0.106\n",
+      "\n",
+      "farivisible_average: 0.809\n",
+      "farivisible_std: 0.086\n",
+      "\n",
+      "mioucomplete_average: 0.429\n",
+      "mioucomplete_std: 0.048\n",
+      "\n",
+      "mioublackout_average: 0.420\n",
+      "mioublackout_std: 0.052\n",
+      "\n",
+      "miouvisible_average: 0.431\n",
+      "miouvisible_std: 0.047\n",
+      "\n",
+      "apcomplete_average: 0.647\n",
+      "apcomplete_std: 0.124\n",
+      "\n",
+      "apblackout_average: 0.621\n",
+      "apblackout_std: 0.136\n",
+      "\n",
+      "apvisible_average: 0.654\n",
+      "apvisible_std: 0.120\n",
+      "\n",
+      "arcomplete_average: 0.915\n",
+      "arcomplete_std: 0.140\n",
+      "\n",
+      "arblackout_average: 0.880\n",
+      "arblackout_std: 0.162\n",
+      "\n",
+      "arvisible_average: 0.924\n",
+      "arvisible_std: 0.132\n",
+      "\n",
+      "blackoutcomplete_average: 0.197\n",
+      "blackoutcomplete_std: 0.398\n",
+      "\n",
+      "blackoutblackout_average: 1.000\n",
+      "blackoutblackout_std: 0.000\n",
+      "\n",
+      "blackoutvisible_average: 0.000\n",
+      "blackoutvisible_std: 0.000\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "for key,value in df.items():\n",
+    "    print(f\"{key}: {value:.3f}\")\n",
+    "    if 'std' in key:\n",
+    "        print('')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "loci23",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.13"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}