1 files changed, 171 insertions, 0 deletions
diff --git a/evaluation/clevrer/evaluation_loci_unlooped.ipynb b/evaluation/clevrer/evaluation_loci_unlooped.ipynb
new file mode 100644
index 0000000..51edd3c
--- /dev/null
+++ b/evaluation/clevrer/evaluation_loci_unlooped.ipynb
@@ -0,0 +1,171 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Data Loading"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# set path to resutls files\n",
+    "path = '../../out/pretrained/clevrer/loci_unlooped/results/net_loci_unlooped'\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": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "msecomplete_average: 13.490\n",
+      "msecomplete_std: 10.810\n",
+      "\n",
+      "mseblackout_average: 28.232\n",
+      "mseblackout_std: 7.041\n",
+      "\n",
+      "msevisible_average: 9.688\n",
+      "msevisible_std: 7.981\n",
+      "\n",
+      "ssimcomplete_average: 0.829\n",
+      "ssimcomplete_std: 0.096\n",
+      "\n",
+      "ssimblackout_average: 0.709\n",
+      "ssimblackout_std: 0.055\n",
+      "\n",
+      "ssimvisible_average: 0.860\n",
+      "ssimvisible_std: 0.078\n",
+      "\n",
+      "psnrcomplete_average: 26.774\n",
+      "psnrcomplete_std: 4.724\n",
+      "\n",
+      "psnrblackout_average: 21.757\n",
+      "psnrblackout_std: 1.126\n",
+      "\n",
+      "psnrvisible_average: 28.068\n",
+      "psnrvisible_std: 4.425\n",
+      "\n",
+      "percept_distcomplete_average: 0.300\n",
+      "percept_distcomplete_std: 0.138\n",
+      "\n",
+      "percept_distblackout_average: 0.474\n",
+      "percept_distblackout_std: 0.053\n",
+      "\n",
+      "percept_distvisible_average: 0.255\n",
+      "percept_distvisible_std: 0.116\n",
+      "\n",
+      "aricomplete_average: 0.365\n",
+      "aricomplete_std: 0.334\n",
+      "\n",
+      "ariblackout_average: -0.022\n",
+      "ariblackout_std: 0.038\n",
+      "\n",
+      "arivisible_average: 0.465\n",
+      "arivisible_std: 0.302\n",
+      "\n",
+      "faricomplete_average: 0.305\n",
+      "faricomplete_std: 0.281\n",
+      "\n",
+      "fariblackout_average: 0.018\n",
+      "fariblackout_std: 0.049\n",
+      "\n",
+      "farivisible_average: 0.378\n",
+      "farivisible_std: 0.269\n",
+      "\n",
+      "mioucomplete_average: 0.163\n",
+      "mioucomplete_std: 0.142\n",
+      "\n",
+      "mioublackout_average: 0.012\n",
+      "mioublackout_std: 0.015\n",
+      "\n",
+      "miouvisible_average: 0.202\n",
+      "miouvisible_std: 0.134\n",
+      "\n",
+      "apcomplete_average: 0.289\n",
+      "apcomplete_std: 0.295\n",
+      "\n",
+      "apblackout_average: 0.000\n",
+      "apblackout_std: 0.006\n",
+      "\n",
+      "apvisible_average: 0.363\n",
+      "apvisible_std: 0.287\n",
+      "\n",
+      "arcomplete_average: 0.301\n",
+      "arcomplete_std: 0.329\n",
+      "\n",
+      "arblackout_average: 0.000\n",
+      "arblackout_std: 0.007\n",
+      "\n",
+      "arvisible_average: 0.378\n",
+      "arvisible_std: 0.327\n",
+      "\n",
+      "blackoutcomplete_average: 0.205\n",
+      "blackoutcomplete_std: 0.404\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('')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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
+}