Upload 59 files

benchmark_pkl/README.md

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+Annotation files (multiple-choice questions and answers) here

benchmark_pkl/check_pkl.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "98174dd2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "df = pd.read_pickle('/home/ysong/temporal-mllms/data/temporal_data/benchmark_pkl/flintstones_single_grounding_all_story_test.pkl')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "bfbcdc41",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>data_source</th>\n",
+       "      <th>img_seq_id</th>\n",
+       "      <th>question_id</th>\n",
+       "      <th>task_name</th>\n",
+       "      <th>input_image_type</th>\n",
+       "      <th>img_path_list</th>\n",
+       "      <th>combined_img_path</th>\n",
+       "      <th>event_to_test</th>\n",
+       "      <th>text_to_test</th>\n",
+       "      <th>task_instruction</th>\n",
+       "      <th>gt_option</th>\n",
+       "      <th>character_info</th>\n",
+       "      <th>img_to_test</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>flintstones</td>\n",
+       "      <td>train_13320</td>\n",
+       "      <td>train_13320_q0</td>\n",
+       "      <td>single_grounding_all</td>\n",
+       "      <td>combined</td>\n",
+       "      <td>[data/flintstones/video_frames_sampled_jpg/s_0...</td>\n",
+       "      <td>data/flintstones/combined/s_01_e_01_shot_01335...</td>\n",
+       "      <td>Barney stuck his hand through the window and s...</td>\n",
+       "      <td>barney and fred are in the living room. fred i...</td>\n",
+       "      <td>Based on the event described, select the image...</td>\n",
+       "      <td>image 1</td>\n",
+       "      <td>Fred is chubby, has black hair, a large nose a...</td>\n",
+       "      <td>data/flintstones/video_frames_sampled_jpg/s_01...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>flintstones</td>\n",
+       "      <td>train_13320</td>\n",
+       "      <td>train_13320_q1</td>\n",
+       "      <td>single_grounding_all</td>\n",
+       "      <td>combined</td>\n",
+       "      <td>[data/flintstones/video_frames_sampled_jpg/s_0...</td>\n",
+       "      <td>data/flintstones/combined/s_01_e_01_shot_01335...</td>\n",
+       "      <td>Fred talked in the living room while wearing a...</td>\n",
+       "      <td>fred is wearing a head and arm bandage in the ...</td>\n",
+       "      <td>Based on the event described, select the image...</td>\n",
+       "      <td>image 2</td>\n",
+       "      <td>Fred is chubby, has black hair, a large nose a...</td>\n",
+       "      <td>data/flintstones/video_frames_sampled_jpg/s_01...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>flintstones</td>\n",
+       "      <td>train_13320</td>\n",
+       "      <td>train_13320_q2</td>\n",
+       "      <td>single_grounding_all</td>\n",
+       "      <td>combined</td>\n",
+       "      <td>[data/flintstones/video_frames_sampled_jpg/s_0...</td>\n",
+       "      <td>data/flintstones/combined/s_01_e_01_shot_01335...</td>\n",
+       "      <td>Fred and Wilma talked to each other in the room.</td>\n",
+       "      <td>fred and wilma are in the room. they are talki...</td>\n",
+       "      <td>Based on the event described, select the image...</td>\n",
+       "      <td>image 3</td>\n",
+       "      <td>Fred is chubby, has black hair, a large nose a...</td>\n",
+       "      <td>data/flintstones/video_frames_sampled_jpg/s_01...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>flintstones</td>\n",
+       "      <td>train_13320</td>\n",
+       "      <td>train_13320_q3</td>\n",
+       "      <td>single_grounding_all</td>\n",
+       "      <td>combined</td>\n",
+       "      <td>[data/flintstones/video_frames_sampled_jpg/s_0...</td>\n",
+       "      <td>data/flintstones/combined/s_01_e_01_shot_01335...</td>\n",
+       "      <td>Barney hit a machine with a hammer in the yard.</td>\n",
+       "      <td>barney is hitting a machine with a hammer in t...</td>\n",
+       "      <td>Based on the event described, select the image...</td>\n",
+       "      <td>image 4</td>\n",
+       "      <td>Fred is chubby, has black hair, a large nose a...</td>\n",
+       "      <td>data/flintstones/video_frames_sampled_jpg/s_01...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>flintstones</td>\n",
+       "      <td>train_13320</td>\n",
+       "      <td>train_13320_q4</td>\n",
+       "      <td>single_grounding_all</td>\n",
+       "      <td>combined</td>\n",
+       "      <td>[data/flintstones/video_frames_sampled_jpg/s_0...</td>\n",
+       "      <td>data/flintstones/combined/s_01_e_01_shot_01335...</td>\n",
+       "      <td>Fred pushed Barney's nose with a finger.</td>\n",
+       "      <td>fred and barney are outside. fred is talking a...</td>\n",
+       "      <td>Based on the event described, select the image...</td>\n",
+       "      <td>image 5</td>\n",
+       "      <td>Fred is chubby, has black hair, a large nose a...</td>\n",
+       "      <td>data/flintstones/video_frames_sampled_jpg/s_01...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   data_source   img_seq_id     question_id             task_name  \\\n",
+       "0  flintstones  train_13320  train_13320_q0  single_grounding_all   \n",
+       "1  flintstones  train_13320  train_13320_q1  single_grounding_all   \n",
+       "2  flintstones  train_13320  train_13320_q2  single_grounding_all   \n",
+       "3  flintstones  train_13320  train_13320_q3  single_grounding_all   \n",
+       "4  flintstones  train_13320  train_13320_q4  single_grounding_all   \n",
+       "\n",
+       "  input_image_type                                      img_path_list  \\\n",
+       "0         combined  [data/flintstones/video_frames_sampled_jpg/s_0...   \n",
+       "1         combined  [data/flintstones/video_frames_sampled_jpg/s_0...   \n",
+       "2         combined  [data/flintstones/video_frames_sampled_jpg/s_0...   \n",
+       "3         combined  [data/flintstones/video_frames_sampled_jpg/s_0...   \n",
+       "4         combined  [data/flintstones/video_frames_sampled_jpg/s_0...   \n",
+       "\n",
+       "                                   combined_img_path  \\\n",
+       "0  data/flintstones/combined/s_01_e_01_shot_01335...   \n",
+       "1  data/flintstones/combined/s_01_e_01_shot_01335...   \n",
+       "2  data/flintstones/combined/s_01_e_01_shot_01335...   \n",
+       "3  data/flintstones/combined/s_01_e_01_shot_01335...   \n",
+       "4  data/flintstones/combined/s_01_e_01_shot_01335...   \n",
+       "\n",
+       "                                       event_to_test  \\\n",
+       "0  Barney stuck his hand through the window and s...   \n",
+       "1  Fred talked in the living room while wearing a...   \n",
+       "2   Fred and Wilma talked to each other in the room.   \n",
+       "3    Barney hit a machine with a hammer in the yard.   \n",
+       "4           Fred pushed Barney's nose with a finger.   \n",
+       "\n",
+       "                                        text_to_test  \\\n",
+       "0  barney and fred are in the living room. fred i...   \n",
+       "1  fred is wearing a head and arm bandage in the ...   \n",
+       "2  fred and wilma are in the room. they are talki...   \n",
+       "3  barney is hitting a machine with a hammer in t...   \n",
+       "4  fred and barney are outside. fred is talking a...   \n",
+       "\n",
+       "                                    task_instruction gt_option  \\\n",
+       "0  Based on the event described, select the image...   image 1   \n",
+       "1  Based on the event described, select the image...   image 2   \n",
+       "2  Based on the event described, select the image...   image 3   \n",
+       "3  Based on the event described, select the image...   image 4   \n",
+       "4  Based on the event described, select the image...   image 5   \n",
+       "\n",
+       "                                      character_info  \\\n",
+       "0  Fred is chubby, has black hair, a large nose a...   \n",
+       "1  Fred is chubby, has black hair, a large nose a...   \n",
+       "2  Fred is chubby, has black hair, a large nose a...   \n",
+       "3  Fred is chubby, has black hair, a large nose a...   \n",
+       "4  Fred is chubby, has black hair, a large nose a...   \n",
+       "\n",
+       "                                         img_to_test  \n",
+       "0  data/flintstones/video_frames_sampled_jpg/s_01...  \n",
+       "1  data/flintstones/video_frames_sampled_jpg/s_01...  \n",
+       "2  data/flintstones/video_frames_sampled_jpg/s_01...  \n",
+       "3  data/flintstones/video_frames_sampled_jpg/s_01...  \n",
+       "4  data/flintstones/video_frames_sampled_jpg/s_01...  "
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "fd672164",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Based on the event described, select the image that best matches it from the following options. When making the choice, focus on the evidence presented in the sequence of images from left to right. Submit the right number of the image in the sequence as your answer only without additional reasoning or repetition of the instructions.'"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list(df['task_instruction'])[0]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0d78aa06",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "temp",
+   "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": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

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